% csauthors.net - beta - BibTeX bibliography of Dimitris Bertsimas
@article{journals/questa/Bertsimas88,
title = {An Exact FCFS Waiting Time Analysis for a General Class of G/G/s Queueing Systems.},
year = {1988},
journal = {Queueing Syst. Theory Appl.},
author = {{Dimitris Bertsimas}}
}
@article{journals/transci/BertsimasP88,
title = {On the Steady-State Solution of the M/C2(a, b)/s Queueing System.},
year = {1988},
journal = {Transp. Sci.},
author = {{Dimitris Bertsimas} and {Xenophon Papaconstantinou}}
}
@article{journals/transci/Bertsimas89,
title = {Traveling Salesman Facility Location Problems.},
year = {1989},
journal = {Transp. Sci.},
author = {{Dimitris J. Bertsimas}}
}
@inproceedings{conf/soda/GoemansB90,
title = {On the Parsimonious Property of Connectivity Problems.},
year = {1990},
booktitle = {SODA},
author = {{Michel X. Goemans} and {Dimitris Bertsimas}},
publisher = {SIAM},
booktitle = {Proceedings of the First Annual ACM-SIAM Symposium on Discrete Algorithms, 22-24 January 1990, San Francisco, California, USA.}
}
@article{journals/ior/Bertsimas90,
title = {An Analytic Approach to a General Class of G/G/s Queueing Systems.},
year = {1990},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas}}
}
@article{journals/ior/BertsimasJO90,
title = {A Priori Optimization.},
year = {1990},
journal = {Oper. Res.},
author = {{Dimitris J. Bertsimas} and {Patrick Jaillet} and {Amedeo R. Odoni}}
}
@article{journals/networks/Bertsimas90,
title = {The probabilistic minimum spanning tree problem.},
year = {1990},
journal = {Networks},
author = {{Dimitris Bertsimas}}
}
@article{journals/ior/BertsimasR91,
title = {A Stochastic and Dynamic Vehicle Routing Problem in the Euclidean Plane.},
year = {1991},
journal = {Oper. Res.},
author = {{Dimitris J. Bertsimas} and {Garrett J. van Ryzin}}
}
@article{journals/mor/GoemansB91,
title = {Probabilistic Analysis of the Held and Karp Lower Bound for the Euclidean Traveling Salesman Problem.},
year = {1991},
journal = {Math. Oper. Res.},
author = {{Michel X. Goemans} and {Dimitris J. Bertsimas}}
}
@inproceedings{conf/ipco/BertsimasO92,
title = {A Technique for Speeding up the Solution of the Lagrangian Dual.},
year = {1992},
booktitle = {IPCO},
author = {{Dimitris Bertsimas} and {James B. Orlin}},
publisher = {Carnegie Mellon University},
booktitle = {Proceedings of the 2nd Integer Programming and Combinatorial Optimization Conference, Pittsburgh, PA, USA, May 1992}
}
@article{journals/ior/Bertsimas92,
title = {A Vehicle Routing Problem with Stochastic Demand.},
year = {1992},
journal = {Oper. Res.},
author = {{Dimitris J. Bertsimas}}
}
@article{journals/ior/BertsimasS92,
title = {Deducing Queueing from Transactional Data: The Queue Inference Engine, Revisited.},
year = {1992},
journal = {Oper. Res.},
author = {{Dimitris J. Bertsimas} and {L. D. Servi}}
}
@article{journals/questa/BertsimasN92,
title = {Transient and busy period analysis of theGI/G/1 queue: The method of stages.},
year = {1992},
journal = {Queueing Syst. Theory Appl.},
author = {{Dimitris Bertsimas} and {Daisuke Nakazato}}
}
@inproceedings{conf/ipco/AvramB93,
title = {On a characterization of the minimum assignment and matching in the independent random model.},
year = {1993},
booktitle = {IPCO},
author = {{Florin Avram} and {Dimitris Bertsimas}},
publisher = {CIACO},
booktitle = {Proceedings of the 3rd Integer Programming and Combinatorial Optimization Conference, Erice, Italy, April 29 - May 1, 1993}
}
@inproceedings{conf/ipco/BertsimasN93,
title = {Conservation laws, extended polymatroids and multi-armed bandit problems: a unified approach to ind exable systems.},
year = {1993},
booktitle = {IPCO},
author = {{Dimitris Bertsimas} and {José Niño-Mora}},
publisher = {CIACO},
booktitle = {Proceedings of the 3rd Integer Programming and Combinatorial Optimization Conference, Erice, Italy, April 29 - May 1, 1993}
}
@article{journals/ior/BertsimasR93,
title = {Stochastic and Dynamic Vehicle Routing in the Euclidean Plane with Multiple Capacitated Vehicles.},
year = {1993},
journal = {Oper. Res.},
author = {{Dimitris J. Bertsimas} and {Garrett J. van Ryzin}}
}
@article{journals/mp/GoemansB93,
title = {Survivable networks, linear programming relaxations and the parsimonious property.},
year = {1993},
journal = {Math. Program.},
author = {{Michel X. Goemans} and {Dimitris Bertsimas}}
}
@article{journals/ior/VranasBO94,
title = {The Multi-Airport Ground-Holding Problem in Air Traffic Control.},
year = {1994},
journal = {Oper. Res.},
author = {{Peter B. M. Vranas} and {Dimitris J. Bertsimas} and {Amedeo R. Odoni}}
}
@article{journals/mp/BertsimasO94,
title = {A technique for speeding up the solution of the Lagrangean dual.},
year = {1994},
journal = {Math. Program.},
author = {{Dimitris Bertsimas} and {James B. Orlin}}
}
@article{journals/transci/Bertsimas94,
title = {TSS Dissertation Abstracts - Abstracts for the 1993 Transportation Science Section Dissertation Prize Competition.},
year = {1994},
journal = {Transp. Sci.},
author = {{Dimitris Bertsimas}}
}
@article{journals/transci/VranasBO94,
title = {Dynamic Ground-Holding Policies for a Network of Airports.},
year = {1994},
journal = {Transp. Sci.},
author = {{Peter B. M. Vranas} and {Dimitris Bertsimas} and {Amedeo R. Odoni}}
}
@inproceedings{conf/ipco/BertsimasTV95,
title = {Nonlinear Formulations and Improved Randomized Approximation Algorithms for Multicut Problems.},
year = {1995},
booktitle = {IPCO},
author = {{Dimitris Bertsimas} and {Chung-Piaw Teo} and {Rakesh Vohra}},
publisher = {Springer},
booktitle = {Integer Programming and Combinatorial Optimization, 4th International IPCO Conference, Copenhagen, Denmark, May 29-31, 1995, Proceedings}
}
@article{journals/ior/BermanBL95,
title = {Locating Discretionary Service Facilities, II: Maximizing Market Size, Minimizing Inconvenience.},
year = {1995},
journal = {Oper. Res.},
author = {{Oded Berman} and {Dimitris Bertsimas} and {Richard C. Larson}}
}
@article{journals/ior/BertsimasN95,
title = {The Distributional Little's Law and Its Applications.},
year = {1995},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Daisuke Nakazato}}
}
@article{journals/ior/PetersonBO95,
title = {Decomposition Algorithms for Analyzing Transient Phenomena in Multiclass Queueing Networks in Air Transportation.},
year = {1995},
journal = {Oper. Res.},
author = {{Michael D. Peterson} and {Dimitris J. Bertsimas} and {Amedeo R. Odoni}}
}
@article{journals/questa/Bertsimas95,
title = {The achievable region method in the optimal control of queueing systems; formulations, bounds and policies.},
year = {1995},
journal = {Queueing Syst. Theory Appl.},
author = {{Dimitris Bertsimas}}
}
@article{journals/tac/BertsimasPT95,
title = {Branching bandits and Klimov's problem: achievable region and side constraints.},
year = {1995},
journal = {IEEE Trans. Autom. Control.},
author = {{Dimitris Bertsimas} and {Ioannis Ch. Paschalidis} and {John N. Tsitsiklis}}
}
@article{journals/transci/BertsimasCP95,
title = {Computational Approaches to Stochastic Vehicle Routing Problems.},
year = {1995},
journal = {Transp. Sci.},
author = {{Dimitris Bertsimas} and {Philippe Chervi} and {Michael D. Peterson}}
}
@inproceedings{conf/ipco/TeoB96,
title = {Improved Randomized Approximation Algorithms for Lot-Sizing Problems.},
year = {1996},
booktitle = {IPCO},
author = {{Chung-Piaw Teo} and {Dimitris Bertsimas}},
publisher = {Springer},
booktitle = {Integer Programming and Combinatorial Optimization, 5th International IPCO Conference, Vancouver, British Columbia, Canada, June 3-5, 1996, Proceedings}
}
@article{journals/ior/BertsimasS96,
title = {A New Generation of Vehicle Routing Research: Robust Algorithms, Addressing Uncertainty.},
year = {1996},
journal = {Oper. Res.},
author = {{Dimitris J. Bertsimas} and {David Simchi-Levi}}
}
@article{journals/mor/BertsimasN96,
title = {Conservation Laws, Extended Polymatroids and Multiarmed Bandit Problems; A Polyhedral Approach to Indexable Systems.},
year = {1996},
journal = {Math. Oper. Res.},
author = {{Dimitris Bertsimas} and {José Niño-Mora}}
}
@article{journals/tac/BertsimasGT96,
title = {Stability conditions for multiclass fluid queueing networks.},
year = {1996},
journal = {IEEE Trans. Autom. Control.},
author = {{Dimitris Bertsimas} and {David Gamarnik} and {John N. Tsitsiklis}}
}
@book{books/daglib/0014645,
title = {Introduction to linear optimization.},
year = {1997},
isbn = {978-1-886529-19-9},
publisher = {Athena Scientific},
series = {Athena scientific optimization and computation series},
author = {{Dimitris Bertsimas} and {John N. Tsitsiklis}}
}
@article{journals/ior/BertsimasM97,
title = {Multiclass Queueing Systems in Heavy Traffic: An Asymptotic Approach Based on Distributional and Conservation Laws.},
year = {1997},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Georgia Mourtzinou}}
}
@article{journals/mp/BertsimasL97,
title = {On the worst case complexity of potential reduction algorithms for linear programming.},
year = {1997},
journal = {Math. Program.},
author = {{Dimitris Bertsimas} and {Xiaodong Luo}}
}
@article{journals/orl/BertsimasT97,
title = {The parsimonious property of cut covering problems and its applications.},
year = {1997},
journal = {Oper. Res. Lett.},
author = {{Dimitris Bertsimas} and {Chung-Piaw Teo}}
}
@article{journals/questa/BertsimasM97,
title = {Transient Laws of Non-Stationary Queueing Systems and Their Applications.},
year = {1997},
journal = {Queueing Syst. Theory Appl.},
author = {{Dimitris Bertsimas} and {Georgia Mourtzinou}}
}
@article{journals/tac/BertsimasGT97,
title = {Correction to "Stability Conditions for Multiclass Fluid Queueing Networks".},
year = {1997},
journal = {IEEE Trans. Autom. Control.},
author = {{Dimitris Bertsimas} and {David Gamarnik} and {John N. Tsitsiklis}}
}
@article{journals/ior/BertsimasP98,
title = {The Air Traffic Flow Management Problem with Enroute Capacities.},
year = {1998},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Sarah Stock Patterson}}
}
@article{journals/ior/BertsimasT98,
title = {From Valid Inequalities to Heuristics: A Unified View of Primal-Dual Approximation Algorithms in Covering Problems.},
year = {1998},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Chung-Piaw Teo}}
}
@article{journals/mp/BertsimasV98,
title = {Rounding algorithms for covering problems.},
year = {1998},
journal = {Math. Program.},
author = {{Dimitris Bertsimas} and {Rakesh V. Vohra}}
}
@article{journals/tac/BertsimasPT98,
title = {Asymptotic buffer overflow probabilities in multiclass multiplexers: an optimal control approach.},
year = {1998},
journal = {IEEE Trans. Autom. Control.},
author = {{Dimitris Bertsimas} and {Ioannis Ch. Paschalidis} and {John N. Tsitsiklis}}
}
@article{journals/cse/BertsimasLH99,
title = {Optimal control of execution costs for portfolios.},
year = {1999},
journal = {Comput. Sci. Eng.},
author = {{Dimitris Bertsimas} and {Andrew W. Lo} and {Paul Hummel}}
}
@article{journals/interfaces/BertsimasDS99,
title = {Portfolio Construction Through Mixed-Integer Programming at Grantham, Mayo, Van Otterloo and Company.},
year = {1999},
journal = {Interfaces},
author = {{Dimitris Bertsimas} and {Christopher Darnell} and {Robert Soucy}}
}
@article{journals/ior/BertsimasC99,
title = {Bounds and Policies for Dynamic Routing in Loss Networks.},
year = {1999},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Thalia Chryssikou}}
}
@article{journals/jal/BertsimasG99,
title = {Asymptotically Optimal Algorithms for Job Shop Scheduling and Packet Routing.},
year = {1999},
journal = {J. Algorithms},
author = {{Dimitris Bertsimas} and {David Gamarnik}}
}
@article{journals/ml/BertsimasGT99,
title = {Estimation of Time-Varying Parameters in Statistical Models: An Optimization Approach.},
year = {1999},
journal = {Mach. Learn.},
author = {{Dimitris Bertsimas} and {David Gamarnik} and {John N. Tsitsiklis}}
}
@article{journals/networks/BertsimasTV99,
title = {Analysis of LP relaxations for multiway and multicut problems.},
year = {1999},
journal = {Networks},
author = {{Dimitris Bertsimas} and {Chung-Piaw Teo} and {Rakesh Vohra}}
}
@article{journals/orl/BertsimasTV99,
title = {On dependent randomized rounding algorithms.},
year = {1999},
journal = {Oper. Res. Lett.},
author = {{Dimitris Bertsimas} and {Chung-Piaw Teo} and {Rakesh Vohra}}
}
@article{journals/questa/BertsimasM99,
title = {Decomposition results for general polling systems and their applications.},
year = {1999},
journal = {Queueing Syst. Theory Appl.},
author = {{Dimitris Bertsimas} and {Georgia Mourtzinou}}
}
@article{journals/questa/BertsimasPT99,
title = {Large deviations analysis of the generalized processor sharing policy.},
year = {1999},
journal = {Queueing Syst. Theory Appl.},
author = {{Dimitris Bertsimas} and {Ioannis Ch. Paschalidis} and {John N. Tsitsiklis}}
}
@article{journals/sigmetrics/BertsimasGT99,
title = {Performance analysis of multiclass queueing networks.},
year = {1999},
journal = {SIGMETRICS Perform. Evaluation Rev.},
author = {{Dimitris Bertsimas} and {David Gamarnik} and {John N. Tsitsiklis}}
}
@inproceedings{conf/cdc/BertsimasGT00,
title = {Performance of multiclass Markovian queueing networks.},
year = {2000},
booktitle = {CDC},
author = {{Dimitris Bertsimas} and {David Gamarnik} and {John N. Tsitsiklis}},
publisher = {IEEE},
booktitle = {39th IEEE Conference on Decision and Control, CDC 2000, Sydney, Australia, December 12-15, 2000}
}
@article{journals/ior/BertsimasN00,
title = {Restless Bandits, Linear Programming Relaxations, and a Primal-Dual Index Heuristic.},
year = {2000},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {José Niño-Mora}}
}
@article{journals/transci/BertsimasP00,
title = {The Traffic Flow Management Rerouting Problem in Air Traffic Control: A Dynamic Network Flow Approach.},
year = {2000},
journal = {Transp. Sci.},
author = {{Dimitris Bertsimas} and {Sarah Stock Patterson}}
}
@article{journals/ior/BertsimasKL01,
title = {Hedging Derivative Securities and Incomplete Markets: An Formula-Arbitrage Approach.},
year = {2001},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Leonid Kogan} and {Andrew W. Lo}}
}
@article{journals/ior/BertsimasP01,
title = {Probabilistic Service Level Guarantees in Make-to-Stock Manufacturing Systems.},
year = {2001},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Ioannis Ch. Paschalidis}}
}
@article{journals/ior/TeoB01,
title = {Multistage Lot Sizing Problems via Randomized Rounding.},
year = {2001},
journal = {Oper. Res.},
author = {{Chung-Piaw Teo} and {Dimitris Bertsimas}}
}
@article{journals/ior/BertsimasP02,
title = {On the Relation Between Option and Stock Prices: A Convex Optimization Approach.},
year = {2002},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Ioana Popescu}}
}
@article{journals/mansci/BertsimasD02,
title = {An Approximate Dynamic Programming Approach to Multidimensional Knapsack Problems.},
year = {2002},
journal = {Manag. Sci.},
author = {{Dimitris Bertsimas} and {Ramazan Demir}}
}
@article{journals/mp/BertsimasS02,
title = {From fluid relaxations to practical algorithms for job shop scheduling: the makespan objective.},
year = {2002},
journal = {Math. Program.},
author = {{Dimitris Bertsimas} and {Jay Sethuraman}}
}
@inproceedings{conf/sdm/BertsimasMP03,
title = {Dynamic Classification of Online Customers.},
year = {2003},
booktitle = {SDM},
author = {{Dimitris Bertsimas} and {Adam J. Mersereau} and {Nitin R. Patel}},
publisher = {SIAM},
booktitle = {Proceedings of the Third SIAM International Conference on Data Mining, San Francisco, CA, USA, May 1-3, 2003}
}
@article{journals/ior/BertsimasGS03,
title = {From Fluid Relaxations to Practical Algorithms for High-Multiplicity Job-Shop Scheduling: The Holding Cost Objective.},
year = {2003},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {David Gamarnik} and {Jay Sethuraman}}
}
@article{journals/ior/BertsimasS03,
title = {Restaurant Revenue Management.},
year = {2003},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Romy Shioda}}
}
@article{journals/mp/BertsimasS03,
title = {Robust discrete optimization and network flows.},
year = {2003},
journal = {Math. Program.},
author = {{Dimitris Bertsimas} and {Melvyn Sim}}
}
@article{journals/transci/BertsimasP03,
title = {Revenue Management in a Dynamic Network Environment.},
year = {2003},
journal = {Transp. Sci.},
author = {{Dimitris Bertsimas} and {Ioana Popescu}}
}
@book{books/daglib/0014648,
title = {Data, models, and decisions - the fundamentals of management science.},
year = {2004},
isbn = {978-0-9759146-0-1},
publisher = {Dynamic Ideas},
author = {{Dimitris Bertsimas} and {Robert M. Freund}}
}
@inproceedings{conf/ipco/BertsimasT04,
title = {A Robust Optimization Approach to Supply Chain Management.},
year = {2004},
booktitle = {IPCO},
author = {{Dimitris Bertsimas} and {Aurélie Thiele}},
publisher = {Springer},
booktitle = {Integer Programming and Combinatorial Optimization, 10th International IPCO Conference, New York, NY, USA, June 7-11, 2004, Proceedings}
}
@article{journals/ior/BertsimasS04,
title = {The Price of Robustness.},
year = {2004},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Melvyn Sim}}
}
@article{journals/jacm/BertsimasV04,
title = {Solving convex programs by random walks.},
year = {2004},
journal = {J. ACM},
author = {{Dimitris Bertsimas} and {Santosh S. Vempala}}
}
@article{journals/orl/BertsimasPS04,
title = {Robust linear optimization under general norms.},
year = {2004},
journal = {Oper. Res. Lett.},
author = {{Dimitris Bertsimas} and {Dessislava Pachamanova} and {Melvyn Sim}}
}
@article{journals/siamjo/BertsimasNT04,
title = {Probabilistic Combinatorial Optimization: Moments, Semidefinite Programming, and Asymptotic Bounds.},
year = {2004},
journal = {SIAM J. Optim.},
author = {{Dimitris Bertsimas} and {Karthik Natarajan} and {Chung-Piaw Teo}}
}
@book{books/daglib/0014647,
title = {Optimization over integers.},
year = {2005},
isbn = {978-0-97591-462-5},
publisher = {Athena Scientific},
author = {{Dimitris Bertsimas} and {Robert Weismantel}}
}
@article{journals/ior/BertsimasB05,
title = {Simulation-Based Booking Limits for Airline Revenue Management.},
year = {2005},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Sanne de Boer}}
}
@article{journals/siamjo/BertsimasP05,
title = {Optimal Inequalities in Probability Theory: A Convex Optimization Approach.},
year = {2005},
journal = {SIAM J. Optim.},
author = {{Dimitris Bertsimas} and {Ioana Popescu}}
}
@article{journals/ior/BertsimasT06,
title = {A Robust Optimization Approach to Inventory Theory.},
year = {2006},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Aurélie Thiele}}
}
@article{journals/mp/AghassiB06,
title = {Robust game theory.},
year = {2006},
journal = {Math. Program.},
author = {{Michele Aghassi} and {Dimitris Bertsimas}}
}
@article{journals/mp/BertsimasC06,
title = {Bounds on linear PDEs via semidefinite optimization.},
year = {2006},
journal = {Math. Program.},
author = {{Dimitris Bertsimas} and {Constantine Caramanis}}
}
@article{journals/mp/BertsimasNT07,
title = {Persistence in discrete optimization under data uncertainty.},
year = {2006},
journal = {Math. Program.},
author = {{Dimitris Bertsimas} and {Karthik Natarajan} and {Chung-Piaw Teo}}
}
@article{journals/mp/BertsimasS06,
title = {Tractable Approximations to Robust Conic Optimization Problems.},
year = {2006},
journal = {Math. Program.},
author = {{Dimitris Bertsimas} and {Melvyn Sim}}
}
@article{journals/orl/AghassiBP06,
title = {Solving asymmetric variational inequalities via convex optimization.},
year = {2006},
journal = {Oper. Res. Lett.},
author = {{Michele Aghassi} and {Dimitris Bertsimas} and {Georgia Perakis}}
}
@inproceedings{conf/cdc/BertsimasC07,
title = {Adaptability via sampling.},
year = {2007},
booktitle = {CDC},
author = {{Dimitris Bertsimas} and {Constantine Caramanis}},
publisher = {IEEE},
booktitle = {46th IEEE Conference on Decision and Control, CDC 2007, New Orleans, LA, USA, December 12-14, 2007}
}
@article{journals/ior/BertsimasM07,
title = {A Learning Approach for Interactive Marketing to a Customer Segment.},
year = {2007},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Adam J. Mersereau}}
}
@article{journals/ior/BertsimasS07,
title = {Classification and Regression via Integer Optimization.},
year = {2007},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Romy Shioda}}
}
@article{journals/questa/BertsimasN07,
title = {A semidefinite optimization approach to the steady-state analysis of queueing systems.},
year = {2007},
journal = {Queueing Syst. Theory Appl.},
author = {{Dimitris Bertsimas} and {Karthik Natarajan}}
}
@article{journals/tac/BertsimasB07,
title = {Constrained Stochastic LQC: A Tractable Approach.},
year = {2007},
journal = {IEEE Trans. Autom. Control.},
author = {{Dimitris Bertsimas} and {David B. Brown}}
}
@inproceedings{conf/ipco/BertsimasLO08,
title = {The Air Traffic Flow Management Problem: An Integer Optimization Approach.},
year = {2008},
booktitle = {IPCO},
author = {{Dimitris Bertsimas} and {Guglielmo Lulli 001} and {Amedeo R. Odoni}},
publisher = {Springer},
booktitle = {Integer Programming and Combinatorial Optimization, 13th International Conference, IPCO 2008, Bertinoro, Italy, May 26-28, 2008, Proceedings}
}
@article{journals/cor/BertsimasP08,
title = {Robust multiperiod portfolio management in the presence of transaction costs.},
year = {2008},
journal = {Comput. Oper. Res.},
author = {{Dimitris Bertsimas} and {Dessislava Pachamanova}}
}
@article{journals/ior/BertsimasBKKPVW08,
title = {Algorithmic Prediction of Health-Care Costs.},
year = {2008},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Margrét V. Bjarnadóttir} and {Michael A. Kane} and {J. Christian Kryder} and {Rudra Pandey} and {Santosh S. Vempala} and {Grant Wang}}
}
@article{journals/orl/BertsimasDL08,
title = {Approximating integrals of multivariate exponentials: A moment approach.},
year = {2008},
journal = {Oper. Res. Lett.},
author = {{Dimitris Bertsimas} and {Xuan Vinh Doan} and {Jean B. Lasserre}}
}
@inproceedings{conf/cdc/BertsimasIP09,
title = {Optimality of affine policies in multi-stage robust optimization.},
year = {2009},
booktitle = {CDC},
author = {{Dimitris Bertsimas} and {Dan Andrei Iancu} and {Pablo A. Parrilo}},
publisher = {IEEE},
booktitle = {Proceedings of the 48th IEEE Conference on Decision and Control, CDC 2009, combined withe the 28th Chinese Control Conference, December 16-18, 2009, Shanghai, China}
}
@article{journals/coap/BertsimasS09,
title = {Algorithm for cardinality-constrained quadratic optimization.},
year = {2009},
journal = {Comput. Optim. Appl.},
author = {{Dimitris Bertsimas} and {Romy Shioda}}
}
@article{journals/ior/BertsimasB09,
title = {Constructing Uncertainty Sets for Robust Linear Optimization.},
year = {2009},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {David B. Brown}}
}
@article{journals/eor/BertsimasD10,
title = {Robust and data-driven approaches to call centers.},
year = {2010},
journal = {Eur. J. Oper. Res.},
author = {{Dimitris Bertsimas} and {Xuan Vinh Doan}}
}
@article{journals/informs/BertsimasNT10,
title = {Nonconvex Robust Optimization for Problems with Constraints.},
year = {2010},
journal = {INFORMS J. Comput.},
author = {{Dimitris Bertsimas} and {Omid Nohadani} and {Kwong Meng Teo}}
}
@article{journals/ior/Ben-TalBB10,
title = {A Soft Robust Model for Optimization Under Ambiguity.},
year = {2010},
journal = {Oper. Res.},
author = {{Aharon Ben-Tal} and {Dimitris Bertsimas} and {David B. Brown}}
}
@article{journals/ior/BertsimasNT10,
title = {Robust Optimization for Unconstrained Simulation-Based Problems.},
year = {2010},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Omid Nohadani} and {Kwong Meng Teo}}
}
@article{journals/jgo/BertsimasN10,
title = {Robust optimization with simulated annealing.},
year = {2010},
journal = {J. Glob. Optim.},
author = {{Dimitris Bertsimas} and {Omid Nohadani}}
}
@article{journals/mor/BertsimasDNT10,
title = {Models for Minimax Stochastic Linear Optimization Problems with Risk Aversion.},
year = {2010},
journal = {Math. Oper. Res.},
author = {{Dimitris Bertsimas} and {Xuan Vinh Doan} and {Karthik Natarajan} and {Chung-Piaw Teo}}
}
@article{journals/mor/BertsimasG10,
title = {On the Power of Robust Solutions in Two-Stage Stochastic and Adaptive Optimization Problems.},
year = {2010},
journal = {Math. Oper. Res.},
author = {{Dimitris Bertsimas} and {Vineet Goyal}}
}
@article{journals/mor/BertsimasIP10,
title = {Optimality of Affine Policies in Multistage Robust Optimization.},
year = {2010},
journal = {Math. Oper. Res.},
author = {{Dimitris Bertsimas} and {Dan Andrei Iancu} and {Pablo A. Parrilo}}
}
@article{journals/tac/BertsimasC10,
title = {Finite Adaptability in Multistage Linear Optimization.},
year = {2010},
journal = {IEEE Trans. Autom. Control.},
author = {{Dimitris Bertsimas} and {Constantine Caramanis}}
}
@article{journals/ior/BertsimasFO11,
title = {Optimal Selection of Airport Runway Configurations.},
year = {2011},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Michael Frankovich} and {Amedeo R. Odoni}}
}
@article{journals/ior/BertsimasFT11,
title = {The Price of Fairness.},
year = {2011},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Vivek F. Farias} and {Nikolaos Trichakis}}
}
@article{journals/ior/BertsimasGR11,
title = {Performance Analysis of Queueing Networks via Robust Optimization.},
year = {2011},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {David Gamarnik} and {Alexander Anatoliy Rikun}}
}
@article{journals/ior/BertsimasLO11,
title = {An Integer Optimization Approach to Large-Scale Air Traffic Flow Management.},
year = {2011},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Guglielmo Lulli 001} and {Amedeo R. Odoni}}
}
@article{journals/mor/BertsimasGS11,
title = {A Geometric Characterization of the Power of Finite Adaptability in Multistage Stochastic and Adaptive Optimization.},
year = {2011},
journal = {Math. Oper. Res.},
author = {{Dimitris Bertsimas} and {Vineet Goyal} and {Xu Andy Sun}}
}
@article{journals/siamrev/BertsimasBC11,
title = {Theory and Applications of Robust Optimization.},
year = {2011},
journal = {SIAM Rev.},
author = {{Dimitris Bertsimas} and {David B. Brown} and {Constantine Caramanis}}
}
@article{journals/tac/BertsimasIP11,
title = {A Hierarchy of Near-Optimal Policies for Multistage Adaptive Optimization.},
year = {2011},
journal = {IEEE Trans. Autom. Control.},
author = {{Dimitris Bertsimas} and {Dan Andrei Iancu} and {Pablo A. Parrilo}}
}
@inproceedings{conf/nips/ChangBR12,
title = {An Integer Optimization Approach to Associative Classification.},
year = {2012},
booktitle = {NIPS},
author = {{Allison Chang} and {Dimitris Bertsimas} and {Cynthia Rudin}},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States.}
}
@article{journals/ior/BertsimasGP12,
title = {Inverse Optimization: A New Perspective on the Black-Litterman Model.},
year = {2012},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Vishal Gupta 004} and {Ioannis Ch. Paschalidis}}
}
@article{journals/mansci/BertsimasBGG12a,
title = {Call for Papers Special Issue of Management Science: Business Analytics: Submission deadline: September 16, 2012 Expected publication date: First Quarter 2014.},
year = {2012},
journal = {Manag. Sci.},
author = {{Dimitris Bertsimas} and {Eric T. Bradlow} and {Noah Gans} and {Alok Gupta}}
}
@article{journals/mansci/BertsimasFT12,
title = {On the Efficiency-Fairness Trade-off.},
year = {2012},
journal = {Manag. Sci.},
author = {{Dimitris Bertsimas} and {Vivek F. Farias} and {Nikolaos Trichakis}}
}
@article{journals/mp/BandiB12,
title = {Tractable stochastic analysis in high dimensions via robust optimization.},
year = {2012},
journal = {Math. Program.},
author = {{Chaithanya Bandi} and {Dimitris Bertsimas}}
}
@article{journals/mp/BertsimasG12,
title = {On the power and limitations of affine policies in two-stage adaptive optimization.},
year = {2012},
journal = {Math. Program.},
author = {{Dimitris Bertsimas} and {Vineet Goyal}}
}
@article{journals/transci/BarnhartBCF12,
title = {Equitable and Efficient Coordination in Traffic Flow Management.},
year = {2012},
journal = {Transp. Sci.},
author = {{Cynthia Barnhart} and {Dimitris Bertsimas} and {Constantine Caramanis} and {Douglas Fearing}}
}
@inproceedings{conf/icis/BertsimasBRS13,
title = {Network Analysis for Predicting Academic Impact.},
year = {2013},
booktitle = {ICIS},
author = {{Dimitris Bertsimas} and {Erik Brynjolfsson} and {Shachar Reichman} and {John Silberholz}},
publisher = {Association for Information Systems},
booktitle = {Proceedings of the International Conference on Information Systems, ICIS 2013, Milano, Italy, December 15-18, 2013}
}
@article{journals/cor/BertsimasCCN13,
title = {A hybrid approach to beam angle optimization in intensity-modulated radiation therapy.},
year = {2013},
journal = {Comput. Oper. Res.},
author = {{Dimitris Bertsimas} and {Valentina Cacchiani} and {David Craft} and {Omid Nohadani}}
}
@article{journals/informs/BertsimasIK13,
title = {A New Local Search Algorithm for Binary Optimization.},
year = {2013},
journal = {INFORMS J. Comput.},
author = {{Dimitris Bertsimas} and {Dan Andrei Iancu} and {Dmitriy Katz}}
}
@article{journals/ior/BertsimasFT13,
title = {Fairness, Efficiency, and Flexibility in Organ Allocation for Kidney Transplantation.},
year = {2013},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Vivek F. Farias} and {Nikolaos Trichakis}}
}
@article{journals/ior/BertsimasNS13,
title = {Robust and Adaptive Network Flows.},
year = {2013},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Ebrahim Nasrabadi} and {Sebastian Stiller}}
}
@article{journals/ior/BertsimasO13,
title = {Learning Preferences Under Noise and Loss Aversion: An Optimization Approach.},
year = {2013},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Allison O'Hair}}
}
@article{journals/mmor/BertsimasG13,
title = {On the approximability of adjustable robust convex optimization under uncertainty.},
year = {2013},
journal = {Math. Methods Oper. Res.},
author = {{Dimitris Bertsimas} and {Vineet Goyal}}
}
@article{journals/oms/BertsimasFS13,
title = {An accelerated first-order method for solving SOS relaxations of unconstrained polynomial optimization problems.},
year = {2013},
journal = {Optim. Methods Softw.},
author = {{Dimitris Bertsimas} and {Robert M. Freund} and {Xu Andy Sun}}
}
@article{journals/corr/BertsimasC14,
title = {Characterization of the equivalence of robustification and regularization in linear, median, and matrix regression.},
year = {2014},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Martin S. Copenhaver}}
}
@article{journals/corr/BertsimasGGKMM14,
title = {A Comparison of Monte Carlo Tree Search and Mathematical Optimization for Large Scale Dynamic Resource Allocation.},
year = {2014},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {J. Daniel Griffith} and {Vishal Gupta 004} and {Mykel J. Kochenderfer} and {Velibor V. Misic} and {Robert J. Moss}}
}
@article{journals/eor/BandiB14,
title = {Robust option pricing.},
year = {2014},
journal = {Eur. J. Oper. Res.},
author = {{Chaithanya Bandi} and {Dimitris Bertsimas}}
}
@article{journals/eor/BertsimasGL14,
title = {Dynamic resource allocation: A flexible and tractable modeling framework.},
year = {2014},
journal = {Eur. J. Oper. Res.},
author = {{Dimitris Bertsimas} and {Shubham Gupta} and {Guglielmo Lulli 001}}
}
@article{journals/mansci/BertsimasBGG14,
title = {Introduction to the Special Issue on Business Analytics.},
year = {2014},
journal = {Manag. Sci.},
author = {{Dimitris Bertsimas} and {Eric T. Bradlow} and {Noah Gans} and {Alok Gupta}}
}
@article{journals/mor/BandiB14,
title = {Optimal Design for Multi-Item Auctions: A Robust Optimization Approach.},
year = {2014},
journal = {Math. Oper. Res.},
author = {{Chaithanya Bandi} and {Dimitris Bertsimas}}
}
@article{journals/coap/BertsimasT15,
title = {Optimizing over coherent risk measures and non-convexities: a robust mixed integer optimization approach.},
year = {2015},
journal = {Comput. Optim. Appl.},
author = {{Dimitris Bertsimas} and {Akiko Takeda}}
}
@article{journals/ior/BandiBY15,
title = {Robust Queueing Theory.},
year = {2015},
journal = {Oper. Res.},
author = {{Chaithanya Bandi} and {Dimitris Bertsimas} and {Nataly Youssef}}
}
@article{journals/ior/BertsimasBRS15,
title = {OR Forum - Tenure Analytics: Models for Predicting Research Impact.},
year = {2015},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Erik Brynjolfsson} and {Shachar Reichman} and {John Silberholz}}
}
@article{journals/ior/BertsimasG15,
title = {Design of Near Optimal Decision Rules in Multistage Adaptive Mixed-Integer Optimization.},
year = {2015},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Angelos Georghiou}}
}
@article{journals/ior/BertsimasJK15,
title = {The Power of Optimization Over Randomization in Designing Experiments Involving Small Samples.},
year = {2015},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Mac Johnson} and {Nathan Kallus}}
}
@article{journals/mp/BertsimasB15,
title = {On the performance of affine policies for two-stage adaptive optimization: a geometric perspective.},
year = {2015},
journal = {Math. Program.},
author = {{Dimitris Bertsimas} and {Hoda Bidkhori}}
}
@article{journals/mp/BertsimasGL15,
title = {A tight characterization of the performance of static solutions in two-stage adjustable robust linear optimization.},
year = {2015},
journal = {Math. Program.},
author = {{Dimitris Bertsimas} and {Vineet Goyal} and {Brian Y. Lu}}
}
@article{journals/mp/BertsimasGP15,
title = {Data-driven estimation in equilibrium using inverse optimization.},
year = {2015},
journal = {Math. Program.},
author = {{Dimitris Bertsimas} and {Vishal Gupta 004} and {Ioannis Ch. Paschalidis}}
}
@article{journals/tac/BertsimasNP15,
title = {Robust Fluid Processing Networks.},
year = {2015},
journal = {IEEE Trans. Autom. Control.},
author = {{Dimitris Bertsimas} and {Ebrahim Nasrabadi} and {Ioannis Ch. Paschalidis}}
}
@article{journals/cms/BertsimasDL16,
title = {Reformulation versus cutting-planes for robust optimization.},
year = {2016},
journal = {Comput. Manag. Sci.},
author = {{Dimitris Bertsimas} and {Iain Dunning} and {Miles Lubin}}
}
@article{journals/informs/BertsimasR16,
title = {Duality in Two-Stage Adaptive Linear Optimization: Faster Computation and Stronger Bounds.},
year = {2016},
journal = {INFORMS J. Comput.},
author = {{Dimitris Bertsimas} and {Frans J. C. T. de Ruiter}}
}
@article{journals/ior/BertsimasD16,
title = {Multistage Robust Mixed-Integer Optimization with Adaptive Partitions.},
year = {2016},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Iain Dunning}}
}
@article{journals/ior/BertsimasK16,
title = {OR Forum - An Algorithmic Approach to Linear Regression.},
year = {2016},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Angela King}}
}
@article{journals/ior/BertsimasM16,
title = {Decomposable Markov Decision Processes: A Fluid Optimization Approach.},
year = {2016},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Velibor V. Misic}}
}
@article{journals/mansci/BertsimasORS16,
title = {An Analytics Approach to Designing Combination Chemotherapy Regimens for Cancer.},
year = {2016},
journal = {Manag. Sci.},
author = {{Dimitris Bertsimas} and {Allison O'Hair} and {Stephen Relyea} and {John Silberholz}}
}
@article{journals/orl/BertsimasNO16,
title = {On the power of randomization in network interdiction.},
year = {2016},
journal = {Oper. Res. Lett.},
author = {{Dimitris Bertsimas} and {Ebrahim Nasrabadi} and {James B. Orlin}}
}
@article{journals/transci/BertsimasF16,
title = {Unified Optimization of Traffic Flows Through Airports.},
year = {2016},
journal = {Transp. Sci.},
author = {{Dimitris Bertsimas} and {Michael Frankovich}}
}
@article{journals/transci/BertsimasG16,
title = {Fairness and Collaboration in Network Air Traffic Flow Management: An Optimization Approach.},
year = {2016},
journal = {Transp. Sci.},
author = {{Dimitris Bertsimas} and {Shubham Gupta}}
}
@article{journals/eor/BertsimasGGKM17,
title = {A comparison of Monte Carlo tree search and rolling horizon optimization for large-scale dynamic resource allocation problems.},
year = {2017},
journal = {Eur. J. Oper. Res.},
author = {{Dimitris Bertsimas} and {J. Daniel Griffith} and {Vishal Gupta 004} and {Mykel J. Kochenderfer} and {Velibor V. Misic}}
}
@article{journals/ior/BertsimasM17,
title = {Robust Product Line Design.},
year = {2017},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Velibor V. Misic}}
}
@article{journals/jmlr/BertsimasCM17,
title = {Certifiably Optimal Low Rank Factor Analysis.},
year = {2017},
journal = {J. Mach. Learn. Res.},
author = {{Dimitris Bertsimas} and {Martin S. Copenhaver} and {Rahul Mazumder}}
}
@article{journals/jmlr/BertsimasPZ17,
title = {From Predictive Methods to Missing Data Imputation: An Optimization Approach.},
year = {2017},
journal = {J. Mach. Learn. Res.},
author = {{Dimitris Bertsimas} and {Colin Pawlowski} and {Ying Daisy Zhuo}}
}
@article{journals/ml/BertsimasD17,
title = {Optimal classification trees.},
year = {2017},
journal = {Mach. Learn.},
author = {{Dimitris Bertsimas} and {Jack Dunn}}
}
@inproceedings{conf/nips/BertsimasM18,
title = {Optimization over Continuous and Multi-dimensional Decisions with Observational Data.},
year = {2018},
booktitle = {NeurIPS},
author = {{Dimitris Bertsimas} and {Christopher McCord}},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montréal, Canada.}
}
@article{journals/corr/abs-1812-00539,
title = {Interpretable Clustering via Optimal Trees.},
year = {2018},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Agni Orfanoudaki} and {Holly M. Wiberg}}
}
@article{journals/corr/abs-1812-06647,
title = {Interpretable Matrix Completion: A Discrete Optimization Approach.},
year = {2018},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Michael Lingzhi Li}}
}
@article{journals/eor/BertsimasC18,
title = {Characterization of the equivalence of robustification and regularization in linear and matrix regression.},
year = {2018},
journal = {Eur. J. Oper. Res.},
author = {{Dimitris Bertsimas} and {Martin S. Copenhaver}}
}
@article{journals/mp/BertsimasG18,
title = {Binary decision rules for multistage adaptive mixed-integer optimization.},
year = {2018},
journal = {Math. Program.},
author = {{Dimitris Bertsimas} and {Angelos Georghiou}}
}
@article{journals/mp/BertsimasGK18,
title = {Data-driven robust optimization.},
year = {2018},
journal = {Math. Program.},
author = {{Dimitris Bertsimas} and {Vishal Gupta 004} and {Nathan Kallus}}
}
@article{journals/mp/BertsimasGK18a,
title = {Robust sample average approximation.},
year = {2018},
journal = {Math. Program.},
author = {{Dimitris Bertsimas} and {Vishal Gupta 004} and {Nathan Kallus}}
}
@article{journals/questa/BandiBY18,
title = {Robust transient analysis of multi-server queueing systems and feed-forward networks.},
year = {2018},
journal = {Queueing Syst. Theory Appl.},
author = {{Chaithanya Bandi} and {Dimitris Bertsimas} and {Nataly Youssef}}
}
@article{journals/tac/BertsimasSS18,
title = {Multitarget Tracking via Mixed Integer Optimization.},
year = {2018},
journal = {IEEE Trans. Autom. Control.},
author = {{Dimitris Bertsimas} and {Zachary Saunders} and {Shimrit Shtern}}
}
@article{journals/transci/BertsimasY18,
title = {From Physical Properties of Transportation Flows to Demand Estimation: An Optimization Approach.},
year = {2018},
journal = {Transp. Sci.},
author = {{Dimitris Bertsimas} and {Julia Yan}}
}
@article{journals/corr/abs-1902-03272,
title = {Accounting for Significance and Multicollinearity in Building Linear Regression Models.},
year = {2019},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Michael Lingzhi Li}}
}
@article{journals/corr/abs-1904-11637,
title = {From Predictions to Prescriptions in Multistage Optimization Problems.},
year = {2019},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Christopher McCord}}
}
@article{journals/corr/abs-1907-02109,
title = {A unified approach to mixed-integer optimization: Nonlinear formulations and scalable algorithms.},
year = {2019},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Ryan Cory-Wright} and {Jean Pauphilet}}
}
@article{journals/corr/abs-1907-03419,
title = {The Price of Interpretability.},
year = {2019},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Arthur Delarue} and {Patrick Jaillet} and {Sébastien Martin}}
}
@article{journals/corr/abs-1907-04669,
title = {Optimal Explanations of Linear Models.},
year = {2019},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Arthur Delarue} and {Patrick Jaillet} and {Sébastien Martin}}
}
@article{journals/corr/abs-1910-08483,
title = {Personalized Treatment for Coronary Artery Disease Patients: A Machine Learning Approach.},
year = {2019},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Agni Orfanoudaki} and {Rory B. Weiner}}
}
@article{journals/corr/abs-1910-09092,
title = {Fast Exact Matrix Completion: A Unifying Optimization Framework.},
year = {2019},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Michael Lingzhi Li}}
}
@article{journals/eor/BerkBWY19,
title = {Prescriptive analytics for human resource planning in the professional services industry.},
year = {2019},
journal = {Eur. J. Oper. Res.},
author = {{Lauren Berk} and {Dimitris Bertsimas} and {Alexander M. Weinstein} and {Julia Yan}}
}
@article{journals/eor/BertsimasJK19,
title = {The K-server problem via a modern optimization lens.},
year = {2019},
journal = {Eur. J. Oper. Res.},
author = {{Dimitris Bertsimas} and {Patrick Jaillet} and {Nikita Korolko}}
}
@article{journals/eor/BertsimasN19,
title = {Robust and stochastic formulations for ambulance deployment and dispatch.},
year = {2019},
journal = {Eur. J. Oper. Res.},
author = {{Dimitris Bertsimas} and {Yeesian Ng}}
}
@article{journals/informs/BertsimasN19,
title = {Robust Maximum Likelihood Estimation.},
year = {2019},
journal = {INFORMS J. Comput.},
author = {{Dimitris Bertsimas} and {Omid Nohadani}}
}
@article{journals/ior/BertsimasDJM19,
title = {Travel Time Estimation in the Age of Big Data.},
year = {2019},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Arthur Delarue} and {Patrick Jaillet} and {Sébastien Martin}}
}
@article{journals/ior/BertsimasJM19,
title = {Online Vehicle Routing: The Edge of Optimization in Large-Scale Applications.},
year = {2019},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Patrick Jaillet} and {Sébastien Martin}}
}
@article{journals/ior/BertsimasKW19,
title = {Covariate-Adaptive Optimization in Online Clinical Trials.},
year = {2019},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Nikita Korolko} and {Alexander M. Weinstein}}
}
@article{journals/ior/BertsimasM19,
title = {Exact First-Choice Product Line Optimization.},
year = {2019},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Velibor V. Misic}}
}
@article{journals/mansci/BertsimasSZ19,
title = {Adaptive Distributionally Robust Optimization.},
year = {2019},
journal = {Manag. Sci.},
author = {{Dimitris Bertsimas} and {Melvyn Sim} and {Meilin Zhang}}
}
@article{journals/mpc/BerkB19,
title = {Certifiably optimal sparse principal component analysis.},
year = {2019},
journal = {Math. Program. Comput.},
author = {{Lauren Berk} and {Dimitris Bertsimas}}
}
@article{journals/pnas/BertsimasDM19,
title = {Optimizing schools' start time and bus routes.},
year = {2019},
journal = {Proc. Natl. Acad. Sci. USA},
author = {{Dimitris Bertsimas} and {Arthur Delarue} and {Sébastien Martin}}
}
@article{journals/transci/BertsimasCMM19,
title = {The Airlift Planning Problem.},
year = {2019},
journal = {Transp. Sci.},
author = {{Dimitris Bertsimas} and {Allison Chang} and {Velibor V. Misic} and {Nishanth Mundru}}
}
@article{journals/informsjop/Bertsimas19,
title = {From the Editor.},
year = {2019},
month = {January},
journal = {INFORMS J. Optim.},
author = {{Dimitris Bertsimas}}
}
@article{journals/informsjop/BertsimasDPZ19,
title = {Robust Classification.},
year = {2019},
month = {January},
journal = {INFORMS J. Optim.},
author = {{Dimitris Bertsimas} and {Jack Dunn} and {Colin Pawlowski} and {Ying Daisy Zhuo}}
}
@article{journals/informsjop/Bertsimas19a,
title = {Machine Learning and Optimization: Introduction to the Special Issue.},
year = {2019},
month = {April},
journal = {INFORMS J. Optim.},
author = {{Dimitris Bertsimas}}
}
@article{journals/informsjop/BertsimasDM19,
title = {Optimal Prescriptive Trees.},
year = {2019},
month = {April},
journal = {INFORMS J. Optim.},
author = {{Dimitris Bertsimas} and {Jack Dunn} and {Nishanth Mundru}}
}
@article{journals/informsjop/BandiBM19,
title = {Learning a Mixture of Gaussians via Mixed-Integer Optimization.},
year = {2019},
month = {July},
journal = {INFORMS J. Optim.},
author = {{Hari Bandi} and {Dimitris Bertsimas} and {Rahul Mazumder}}
}
@article{journals/informsjop/BertsimasKW19,
title = {Identifying Exceptional Responders in Randomized Trials: An Optimization Approach.},
year = {2019},
month = {July},
journal = {INFORMS J. Optim.},
author = {{Dimitris Bertsimas} and {Nikita Korolko} and {Alexander M. Weinstein}}
}
@article{journals/informsjop/Bertsimas19c,
title = {Introduction to the Issue.},
year = {2019},
month = {October},
journal = {INFORMS J. Optim.},
author = {{Dimitris Bertsimas}}
}
@inproceedings{conf/cdc/CauligiCSBSP20,
title = {Learning Mixed-Integer Convex Optimization Strategies for Robot Planning and Control.},
year = {2020},
booktitle = {CDC},
author = {{Abhishek Cauligi} and {Preston Culbertson} and {Bartolomeo Stellato} and {Dimitris Bertsimas} and {Mac Schwager} and {Marco Pavone 001}},
publisher = {IEEE},
booktitle = {59th IEEE Conference on Decision and Control, CDC 2020, Jeju Island, South Korea, December 14-18, 2020}
}
@inproceedings{conf/mlhc/BandiB20,
title = {Optimizing Influenza Vaccine Composition: From Predictions to Prescriptions.},
year = {2020},
booktitle = {MLHC},
author = {{Hari Bandi} and {Dimitris Bertsimas}},
publisher = {PMLR},
booktitle = {Proceedings of the Machine Learning for Healthcare Conference, MLHC 2020, 7-8 August 2020, Virtual Event, Durham, NC, USA.}
}
@article{journals/corr/abs-2006-06592,
title = {The Backbone Method for Ultra-High Dimensional Sparse Machine Learning.},
year = {2020},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Vassilis Digalakis Jr.}}
}
@article{journals/corr/abs-2007-09261,
title = {Frequency Estimation in Data Streams: Learning the Optimal Hashing Scheme.},
year = {2020},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Vassilis Digalakis Jr.}}
}
@article{journals/corr/abs-2011-06125,
title = {Hurricane Forecasting: A Novel Multimodal Machine Learning Framework.},
year = {2020},
journal = {CoRR},
author = {{Léonard Boussioux} and {Cynthia Zeng} and {Théo Guénais} and {Dimitris Bertsimas}}
}
@article{journals/informs/BertsimasD20,
title = {Relative Robust and Adaptive Optimization.},
year = {2020},
journal = {INFORMS J. Comput.},
author = {{Dimitris Bertsimas} and {Iain Dunning}}
}
@article{journals/interfaces/BertsimasDEHM20,
title = {Bus Routing Optimization Helps Boston Public Schools Design Better Policies.},
year = {2020},
journal = {INFORMS J. Appl. Anal.},
author = {{Dimitris Bertsimas} and {Arthur Delarue} and {William Eger} and {John Hanlon} and {Sébastien Martin}}
}
@article{journals/ior/BertsimasS20,
title = {Computation of Exact Bootstrap Confidence Intervals: Complexity and Deterministic Algorithms.},
year = {2020},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Bradley Sturt}}
}
@article{journals/mansci/BertsimasK20,
title = {From Predictive to Prescriptive Analytics.},
year = {2020},
journal = {Manag. Sci.},
author = {{Dimitris Bertsimas} and {Nathan Kallus}}
}
@article{journals/ml/BertsimasP20,
title = {Sparse hierarchical regression with polynomials.},
year = {2020},
journal = {Mach. Learn.},
author = {{Dimitris Bertsimas} and {Bart P. G. Van Parys}}
}
@article{journals/mp/BertsimasLP20,
title = {Certifiably optimal sparse inverse covariance estimation.},
year = {2020},
journal = {Math. Program.},
author = {{Dimitris Bertsimas} and {Jourdain B. Lamperski} and {Jean Pauphilet}}
}
@article{journals/ol/BertsimasY20,
title = {Stochastic optimization in supply chain networks: averaging robust solutions.},
year = {2020},
journal = {Optim. Lett.},
author = {{Dimitris Bertsimas} and {Nataly Youssef}}
}
@article{journals/orl/BertsimasC20,
title = {On polyhedral and second-order cone decompositions of semidefinite optimization problems.},
year = {2020},
journal = {Oper. Res. Lett.},
author = {{Dimitris Bertsimas} and {Ryan Cory-Wright}}
}
@article{journals/orl/BertsimasL20,
title = {Scalable holistic linear regression.},
year = {2020},
journal = {Oper. Res. Lett.},
author = {{Dimitris Bertsimas} and {Michael Lingzhi Li}}
}
@article{journals/transci/BertsimasNY20,
title = {Joint Frequency-Setting and Pricing Optimization on Multimodal Transit Networks at Scale.},
year = {2020},
journal = {Transp. Sci.},
author = {{Dimitris Bertsimas} and {Yeesian Ng} and {Julia Yan}}
}
@article{journals/informsjop/BertsimasZ20,
title = {Novel Target Discovery of Existing Therapies: Path to Personalized Cancer Therapy.},
year = {2020},
month = {January},
journal = {INFORMS J. Optim.},
author = {{Dimitris Bertsimas} and {Ying Daisy Zhuo}}
}
@article{journals/corr/abs-2102-10773,
title = {Slowly Varying Regression under Sparsity.},
year = {2021},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Vassilis Digalakis Jr.} and {Michael Lingzhi Li} and {Omar Skali Lami}}
}
@article{journals/corr/abs-2104-03158,
title = {Prediction with Missing Data.},
year = {2021},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Arthur Delarue} and {Jean Pauphilet}}
}
@article{journals/corr/abs-2106-00839,
title = {Pricing Algorithmic Insurance.},
year = {2021},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Agni Orfanoudaki}}
}
@article{journals/corr/abs-2107-03900,
title = {The Price of Diversity.},
year = {2021},
journal = {CoRR},
author = {{Hari Bandi} and {Dimitris Bertsimas}}
}
@article{journals/corr/abs-2109-12701,
title = {Sparse Plus Low Rank Matrix Decomposition: A Discrete Optimization Approach.},
year = {2021},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Ryan Cory-Wright} and {Nicholas A. G. Johnson}}
}
@article{journals/corr/abs-2111-04469,
title = {Mixed-Integer Optimization with Constraint Learning.},
year = {2021},
journal = {CoRR},
author = {{Donato Maragno} and {Holly M. Wiberg} and {Dimitris Bertsimas} and {S. Ilker Birbil} and {Dick den Hertog} and {Adejuyigbe O. Fajemisin}}
}
@article{journals/corr/abs-2112-09279,
title = {A Robust Optimization Approach to Deep Learning.},
year = {2021},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Xavier Boix} and {Kimberly Villalobos Carballo} and {Dick den Hertog}}
}
@article{journals/informs/BertsimasM21,
title = {Sparse Convex Regression.},
year = {2021},
journal = {INFORMS J. Comput.},
author = {{Dimitris Bertsimas} and {Nishanth Mundru}}
}
@article{journals/ior/BertsimasNY21,
title = {Data-Driven Transit Network Design at Scale.},
year = {2021},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Yee Sian Ng} and {Julia Yan}}
}
@article{journals/ml/BertsimasOP21,
title = {Imputation of clinical covariates in time series.},
year = {2021},
journal = {Mach. Learn.},
author = {{Dimitris Bertsimas} and {Agni Orfanoudaki} and {Colin Pawlowski}}
}
@article{journals/ml/BertsimasOW21,
title = {Interpretable clustering: an optimization approach.},
year = {2021},
journal = {Mach. Learn.},
author = {{Dimitris Bertsimas} and {Agni Orfanoudaki} and {Holly M. Wiberg}}
}
@article{journals/ml/BertsimasPP21,
title = {Sparse classification: a scalable discrete optimization perspective.},
year = {2021},
journal = {Mach. Learn.},
author = {{Dimitris Bertsimas} and {Jean Pauphilet} and {Bart P. G. Van Parys}}
}
@article{journals/ml/BertsimasS21,
title = {The voice of optimization.},
year = {2021},
journal = {Mach. Learn.},
author = {{Dimitris Bertsimas} and {Bartolomeo Stellato}}
}
@article{journals/orl/BertsimasDW21,
title = {Near-optimal Nonlinear Regression Trees.},
year = {2021},
journal = {Oper. Res. Lett.},
author = {{Dimitris Bertsimas} and {Jack Dunn} and {Yuchen Wang}}
}
@article{journals/siamjo/BertsimasCP21,
title = {A Unified Approach to Mixed-Integer Optimization Problems With Logical Constraints.},
year = {2021},
journal = {SIAM J. Optim.},
author = {{Dimitris Bertsimas} and {Ryan Cory-Wright} and {Jean Pauphilet}}
}
@article{journals/siamjo/BertsimasHP21,
title = {Probabilistic Guarantees in Robust Optimization.},
year = {2021},
journal = {SIAM J. Optim.},
author = {{Dimitris Bertsimas} and {Dick den Hertog} and {Jean Pauphilet}}
}
@article{journals/titb/BertsimasMS21,
title = {Machine Learning for Real-Time Heart Disease Prediction.},
year = {2021},
journal = {IEEE J. Biomed. Health Informatics},
author = {{Dimitris Bertsimas} and {Luca Mingardi} and {Bartolomeo Stellato}}
}
@inproceedings{conf/icde/BertsimasD22,
title = {Frequency Estimation in Data Streams: Learning the Optimal Hashing Scheme (Extended Abstract).},
year = {2022},
booktitle = {ICDE},
author = {{Dimitris Bertsimas} and {Vassilis Digalakis}},
publisher = {IEEE},
booktitle = {38th IEEE International Conference on Data Engineering, ICDE 2022, Kuala Lumpur, Malaysia, May 9-12, 2022}
}
@inproceedings{conf/icdh/BertsimasKMN22,
title = {Data-driven Interpretable Policy Construction for Personalized Mobile Health.},
year = {2022},
booktitle = {ICDH},
author = {{Dimitris Bertsimas} and {Predrag V. Klasnja} and {Susan A. Murphy} and {Liangyuan Na}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Digital Health, ICDH 2022, Barcelona, Spain, July 10-16, 2022}
}
@article{journals/corr/abs-2206-00176,
title = {Learning Sparse Nonlinear Dynamics via Mixed-Integer Optimization.},
year = {2022},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Wes Gurnee}}
}
@article{journals/corr/abs-2206-10381,
title = {TabText: a Systematic Approach to Aggregate Knowledge Across Tabular Data Structures.},
year = {2022},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Kimberly Villalobos Carballo} and {Yu Ma} and {Liangyuan Na} and {Léonard Boussioux} and {Cynthia Zeng} and {Luis R. Soenksen} and {Ignacio Fuentes}}
}
@article{journals/corr/abs-2210-08326,
title = {Distributionally Robust Causal Inference with Observational Data.},
year = {2022},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Kosuke Imai} and {Michael Lingzhi Li}}
}
@article{journals/informs/BertsimasC22,
title = {A Scalable Algorithm for Sparse Portfolio Selection.},
year = {2022},
journal = {INFORMS J. Comput.},
author = {{Dimitris Bertsimas} and {Ryan Cory-Wright}}
}
@article{journals/informs/BertsimasL22,
title = {Stochastic Cutting Planes for Data-Driven Optimization.},
year = {2022},
journal = {INFORMS J. Comput.},
author = {{Dimitris Bertsimas} and {Michael Lingzhi Li}}
}
@article{journals/informs/BertsimasS22,
title = {Online Mixed-Integer Optimization in Milliseconds.},
year = {2022},
journal = {INFORMS J. Comput.},
author = {{Dimitris Bertsimas} and {Bartolomeo Stellato}}
}
@article{journals/interfaces/BeckerBBCMMKKMR22,
title = {Toward Global Food Security: Transforming OCP Through Analytics.},
year = {2022},
journal = {INFORMS J. Appl. Anal.},
author = {{Adrian Becker} and {Kassem Benabderrazik} and {Dimitris Bertsimas} and {Nada Chtinna} and {Nada El Majdoub} and {El Miloudi Mahboubi} and {Driss Lahlou Kitane} and {Steve Kokkotos} and {Georgia Mourtzinou} and {Ilyas Rakhis}}
}
@article{journals/ior/BertsimasK22,
title = {Data-Driven Optimization: A Reproducing Kernel Hilbert Space Approach.},
year = {2022},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Nihal Koduri}}
}
@article{journals/ior/BertsimasSS22,
title = {Technical Note - Two-Stage Sample Robust Optimization.},
year = {2022},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Shimrit Shtern} and {Bradley Sturt}}
}
@article{journals/jmlr/BertsimasCP22,
title = {Solving Large-Scale Sparse PCA to Certifiable (Near) Optimality.},
year = {2022},
journal = {J. Mach. Learn. Res.},
author = {{Dimitris Bertsimas} and {Ryan Cory-Wright} and {Jean Pauphilet}}
}
@article{journals/jmlr/BertsimasDP22,
title = {Stable Classification.},
year = {2022},
journal = {J. Mach. Learn. Res.},
author = {{Dimitris Bertsimas} and {Jack Dunn} and {Ivan S. Paskov}}
}
@article{journals/ml/BertsimasD22,
title = {The backbone method for ultra-high dimensional sparse machine learning.},
year = {2022},
journal = {Mach. Learn.},
author = {{Dimitris Bertsimas} and {Vassilis Digalakis}}
}
@article{journals/ml/BertsimasDGO22,
title = {Optimal survival trees.},
year = {2022},
journal = {Mach. Learn.},
author = {{Dimitris Bertsimas} and {Jack Dunn} and {Emma Gibson} and {Agni Orfanoudaki}}
}
@article{journals/ml/BertsimasP22,
title = {World-class interpretable poker.},
year = {2022},
journal = {Mach. Learn.},
author = {{Dimitris Bertsimas} and {Alex Paskov}}
}
@article{journals/mp/BertsimasP22,
title = {Bootstrap robust prescriptive analytics.},
year = {2022},
journal = {Math. Program.},
author = {{Dimitris Bertsimas} and {Bart P. G. Van Parys}}
}
@article{journals/msom/BarnhartBDY22,
title = {Course Scheduling Under Sudden Scarcity: Applications to Pandemic Planning.},
year = {2022},
journal = {Manuf. Serv. Oper. Manag.},
author = {{Cynthia Barnhart} and {Dimitris Bertsimas} and {Arthur Delarue} and {Julia Yan}}
}
@article{journals/msom/BertsimasPST22,
title = {Predicting Inpatient Flow at a Major Hospital Using Interpretable Analytics.},
year = {2022},
journal = {Manuf. Serv. Oper. Manag.},
author = {{Dimitris Bertsimas} and {Jean Pauphilet} and {Jennifer P. Stevens} and {Manu Tandon}}
}
@article{journals/npjdm/SoenksenMZBCNWL22,
title = {Integrated multimodal artificial intelligence framework for healthcare applications.},
year = {2022},
journal = {npj Digit. Medicine},
author = {{Luis R. Soenksen} and {Yu Ma} and {Cynthia Zeng} and {Léonard Boussioux} and {Kimberly Villalobos Carballo} and {Liangyuan Na} and {Holly M. Wiberg} and {Michael Lingzhi Li} and {Ignacio Fuentes} and {Dimitris Bertsimas}}
}
@article{journals/ol/BertsimasDKZ22,
title = {Sparse regression over clusters: SparClur.},
year = {2022},
journal = {Optim. Lett.},
author = {{Dimitris Bertsimas} and {Jack Dunn} and {Lea Kapelevich} and {Rebecca Zhang}}
}
@article{journals/ior/BertsimasCP22,
title = {Mixed-Projection Conic Optimization: A New Paradigm for Modeling Rank Constraints.},
year = {2022},
month = {November},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Ryan Cory-Wright} and {Jean Pauphilet}}
}
@article{journals/corr/abs-2301-12548,
title = {Global Flood Prediction: a Multimodal Machine Learning Approach.},
year = {2023},
journal = {CoRR},
author = {{Cynthia Zeng} and {Dimitris Bertsimas}}
}
@article{journals/corr/abs-2303-06515,
title = {Multistage Stochastic Optimization via Kernels.},
year = {2023},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Kimberly Villalobos Carballo}}
}
@article{journals/corr/abs-2303-12285,
title = {Reducing Air Pollution through Machine Learning.},
year = {2023},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Léonard Boussioux} and {Cynthia Zeng}}
}
@article{journals/corr/abs-2304-04308,
title = {Ensemble Modeling for Time Series Forecasting: an Adaptive Robust Optimization Approach.},
year = {2023},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Léonard Boussioux}}
}
@article{journals/corr/abs-2305-01610,
title = {Finding Neurons in a Haystack: Case Studies with Sparse Probing.},
year = {2023},
journal = {CoRR},
author = {{Wes Gurnee} and {Neel Nanda} and {Matthew Pauly} and {Katherine Harvey} and {Dmitrii Troitskii} and {Dimitris Bertsimas}}
}
@article{journals/corr/abs-2305-12292,
title = {Optimal Low-Rank Matrix Completion: Semidefinite Relaxations and Eigenvector Disjunctions.},
year = {2023},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Ryan Cory-Wright} and {Sean Lo} and {Jean Pauphilet}}
}
@article{journals/corr/abs-2305-15629,
title = {Patient Outcome Predictions Improve Operations at a Large Hospital Network.},
year = {2023},
journal = {CoRR},
author = {{Liangyuan Na} and {Kimberly Villalobos Carballo} and {Jean Pauphilet} and {Ali Haddad-Sisakht} and {Daniel Kombert} and {Melissa Boisjoli-Langlois} and {Andrew Castiglione} and {Maram Khalifa} and {Pooja Hebbal} and {Barry Stein} and {Dimitris Bertsimas}}
}
@article{journals/corr/abs-2305-17299,
title = {Improving Stability in Decision Tree Models.},
year = {2023},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Vassilis Digalakis Jr.}}
}
@article{journals/corr/abs-2306-04647,
title = {Compressed Sensing: A Discrete Optimization Approach.},
year = {2023},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Nicholas A. G. Johnson}}
}
@article{journals/corr/abs-2307-12405,
title = {Optimal Control of Multiclass Fluid Queueing Networks: A Machine Learning Approach.},
year = {2023},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Cheol Woo Kim}}
}
@article{journals/corr/abs-2307-12409,
title = {A Machine Learning Approach to Two-Stage Adaptive Robust Optimization.},
year = {2023},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Cheol Woo Kim}}
}
@article{journals/corr/abs-2311-01681,
title = {The R.O.A.D. to precision medicine.},
year = {2023},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Angelos G. Koulouras} and {Georgios Antonios Margonis}}
}
@article{journals/corr/abs-2311-01742,
title = {Global Optimization: A Machine Learning Approach.},
year = {2023},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Georgios Margaritis}}
}
@article{journals/corr/abs-2311-06960,
title = {Robust Regression over Averaged Uncertainty.},
year = {2023},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Yu Ma}}
}
@article{journals/eor/BertsimasMS23,
title = {Dynamic optimization with side information.},
year = {2023},
journal = {Eur. J. Oper. Res.},
author = {{Dimitris Bertsimas} and {Christopher McCord} and {Bradley Sturt}}
}
@article{journals/jmlr/BertsimasK23,
title = {Sparse PCA: a Geometric Approach.},
year = {2023},
journal = {J. Mach. Learn. Res.},
author = {{Dimitris Bertsimas} and {Driss Lahlou Kitane}}
}
@article{journals/tkde/BertsimasD23,
title = {Frequency Estimation in Data Streams: Learning the Optimal Hashing Scheme.},
year = {2023},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Dimitris Bertsimas} and {Vassilis Digalakis}}
}
@article{journals/informsjop/BertsimasK23,
title = {The Power and Limits of Predictive Approaches to Observational Data-Driven Optimization: The Case of Pricing.},
year = {2023},
month = {January},
journal = {INFORMS J. Optim.},
author = {{Dimitris Bertsimas} and {Nathan Kallus}}
}
@article{journals/ior/BertsimasD23,
title = {Policy Analytics in Public School Operations.},
year = {2023},
month = {January},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Arthur Delarue}}
}
@article{journals/ior/LiBLTTB23,
title = {Forecasting COVID-19 and Analyzing the Effect of Government Interventions.},
year = {2023},
month = {January},
journal = {Oper. Res.},
author = {{Michael Lingzhi Li} and {Hamza Tazi Bouardi} and {Omar Skali Lami} and {Thomas A. Trikalinos} and {Nikolaos Trichakis} and {Dimitris Bertsimas}}
}
@article{journals/mansci/BertsimasSS23,
title = {A Data-Driven Approach to Multistage Stochastic Linear Optimization.},
year = {2023},
month = {January},
journal = {Manag. Sci.},
author = {{Dimitris Bertsimas} and {Shimrit Shtern} and {Bradley Sturt}}
}
@article{journals/informsjop/BertsimasL23,
title = {Holistic Prescriptive Analytics for Continuous and Constrained Optimization Problems.},
year = {2023},
month = {April},
journal = {INFORMS J. Optim.},
author = {{Dimitris Bertsimas} and {Omar Skali Lami}}
}
@article{journals/ior/BertsimasM23,
title = {Optimization-Based Scenario Reduction for Data-Driven Two-Stage Stochastic Optimization.},
year = {2023},
month = {July},
journal = {Oper. Res.},
author = {{Dimitris Bertsimas} and {Nishanth Mundru}}
}
@article{journals/mp/BertsimasHPZ23,
title = {Robust convex optimization: A new perspective that unifies and extends.},
year = {2023},
month = {July},
journal = {Math. Program.},
author = {{Dimitris Bertsimas} and {Dick den Hertog} and {Jean Pauphilet} and {Jianzhe Zhen}}
}
@article{journals/ml/BertsimasP23,
title = {Tensor completion with noisy side information.},
year = {2023},
month = {October},
journal = {Mach. Learn.},
author = {{Dimitris Bertsimas} and {Colin Pawlowski}}
}
@article{journals/mp/BertsimasCP23,
title = {A new perspective on low-rank optimization.},
year = {2023},
month = {November},
journal = {Math. Program.},
author = {{Dimitris Bertsimas} and {Ryan Cory-Wright} and {Jean Pauphilet}}
}
@article{journals/mp/BertsimasCP23a,
title = {Publisher Correction to: A new perspective on low-rank optimization.},
year = {2023},
month = {November},
journal = {Math. Program.},
author = {{Dimitris Bertsimas} and {Ryan Cory-Wright} and {Jean Pauphilet}}
}
@article{journals/corr/abs-2401-12181,
title = {Universal Neurons in GPT2 Language Models.},
year = {2024},
journal = {CoRR},
author = {{Wes Gurnee} and {Theo Horsley} and {Zifan Carl Guo} and {Tara Rezaei Kheirkhah} and {Qinyi Sun} and {Will Hathaway} and {Neel Nanda} and {Dimitris Bertsimas}}
}
@article{journals/corr/abs-2402-01543,
title = {Adaptive Optimization for Prediction with Missing Data.},
year = {2024},
journal = {CoRR},
author = {{Dimitris Bertsimas} and {Arthur Delarue} and {Jean Pauphilet}}
}
@article{journals/ml/BertsimasCBLPP24,
title = {Holistic deep learning.},
year = {2024},
month = {January},
journal = {Mach. Learn.},
author = {{Dimitris Bertsimas} and {Kimberly Villalobos Carballo} and {Léonard Boussioux} and {Michael Lingzhi Li} and {Alex Paskov} and {Ivan S. Paskov}}
}