Wolfram Wiesemann

Oper. Res. Lett., May, 2023

A reformulation-linearization technique for optimization over simplices.

[BibT_eX]

[DOI]

Dick den Hertog

Math. Program., January, 2023

It's All in the Mix: Wasserstein Machine Learning with Mixed Features.

[BibT_eX]

[DOI]

Mohammad Reza Belbasi

CoRR, 2023

Streamlining Energy Transition Scenarios to Key Policy Decisions.

[BibT_eX]

[DOI]

Florian Joseph Baader

CoRR, 2023

Differential Privacy via Distributionally Robust Optimization.

[BibT_eX]

[DOI]

Huikang Liu

CoRR, 2023

2022

On linear optimization over Wasserstein balls.

[BibT_eX]

[DOI]

Man-Chung Yue

Math. Program., 2022

Scenario reduction revisited: fundamental limits and guarantees.

[BibT_eX]

[DOI]

Math. Program., 2022

Wasserstein Logistic Regression with Mixed Features.

[BibT_eX]

[DOI]

Mohammad Reza Belbasi

Martin Haugh

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Robust $\phi$-Divergence MDPs.

[BibT_eX]

[DOI]

Chin Pang Ho

Marek Petrik

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Optimal national prioritization policies for hospital care during the SARS-CoV-2 pandemic.

[BibT_eX]

[DOI]

Pablo N. Perez-Guzman

Nat. Comput. Sci., 2021

Partial Policy Iteration for L1-Robust Markov Decision Processes.

[BibT_eX]

[DOI]

Chin Pang Ho

Marek Petrik

J. Mach. Learn. Res., 2021

2020

<i>K</i>-adaptability in two-stage mixed-integer robust optimization.

[BibT_eX]

[DOI]

Anirudh Subramanyam

Chrysanthos E. Gounaris

Math. Program. Comput., 2020

Distributionally Robust Mechanism Design.

[BibT_eX]

[DOI]

Manag. Sci., 2020

The Distributionally Robust Chance-Constrained Vehicle Routing Problem.

[BibT_eX]

[DOI]

Shubhechyya Ghosal

Oper. Res., 2020

A Primal-Dual Lifting Scheme for Two-Stage Robust Optimization.

[BibT_eX]

[DOI]

Angelos Tsoukalas

Oper. Res., 2020

2019

Size Matters: Cardinality-Constrained Clustering and Outlier Detection via Conic Optimization.

[BibT_eX]

[DOI]

SIAM J. Optim., 2019

"Dice"-sion-Making Under Uncertainty: When Can a Random Decision Reduce Risk?

[BibT_eX]

[DOI]

Erick Delage

Manag. Sci., 2019

Robust Dual Dynamic Programming.

[BibT_eX]

[DOI]

Angelos Tsoukalas

Oper. Res., 2019

The decision rule approach to optimization under uncertainty: methodology and applications.

[BibT_eX]

[DOI]

Soroosh Shafieezadeh-Abadeh

Comput. Manag. Sci., 2019

Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation.

[BibT_eX]

[DOI]

Viet Anh Nguyen

Man-Chung Yue

Soroosh Shafieezadeh-Abadeh

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Calculating Optimistic Likelihoods Using (Geodesically) Convex Optimization.

[BibT_eX]

[DOI]

Viet Anh Nguyen

Man-Chung Yue

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Special issue: Optimization models and algorithms for data science.

[BibT_eX]

[DOI]

Daniel Ralph

Math. Program., 2018

Chebyshev Inequalities for Products of Random Variables.

[BibT_eX]

[DOI]

Napat Rujeerapaiboon

Math. Oper. Res., 2018

Fast Bellman Updates for Robust MDPs.

[BibT_eX]

[DOI]

Chin Pang Ho

Marek Petrik

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Guest Editorial.

[BibT_eX]

[DOI]

Optim. Methods Softw., 2017

Ambiguous Joint Chance Constraints Under Mean and Dispersion Information.

[BibT_eX]

[DOI]

Vladimir Roitch

Oper. Res., 2017

Special issue on the 12th international conference on computational management science.

[BibT_eX]

[DOI]

Milos Kopa

Comput. Manag. Sci., 2017

2016

An Adaptive Memory Programming Framework for the Robust Capacitated Vehicle Routing Problem.

[BibT_eX]

[DOI]

Chrysanthos E. Gounaris

Panagiotis P. Repoussis

Christos D. Tarantilis

Christodoulos A. Floudas

Transp. Sci., 2016

K-adaptability in two-stage distributionally robust binary programming.

[BibT_eX]

[DOI]

Oper. Res. Lett., 2016

A comment on "computational complexity of stochastic programming problems".

[BibT_eX]

[DOI]

Math. Program., 2016

Robust Growth-Optimal Portfolios.

[BibT_eX]

[DOI]

Napat Rujeerapaiboon

Manag. Sci., 2016

2015

A distributionally robust perspective on uncertainty quantification and chance constrained programming.

[BibT_eX]

[DOI]

Vladimir Roitch

Math. Program., 2015

Generalized decision rule approximations for stochastic programming via liftings.

[BibT_eX]

[DOI]

Math. Program., 2015

Interdiction Games on Markovian PERT Networks.

[BibT_eX]

[DOI]

Eli Gutin

Manag. Sci., 2015

<i>K</i>-Adaptability in Two-Stage Robust Binary Programming.

[BibT_eX]

[DOI]

Themistoklis Charalambous

Oper. Res., 2015

On the minimum latency transmission scheduling in wireless networks with power control under SINR constraints.

[BibT_eX]

[DOI]

Trans. Emerg. Telecommun. Technol., 2015

2014

Distributionally Robust Convex Optimization.

[BibT_eX]

[DOI]

Melvyn Sim

Oper. Res., 2014

Editorial to computational techniques in management science.

[BibT_eX]

[DOI]

Comput. Manag. Sci., 2014

2013

Pessimistic Bilevel Optimization.

[BibT_eX]

[DOI]

Polyxeni-Margarita Kleniati

Angelos Tsoukalas

SIAM J. Optim., 2013

Robust Markov Decision Processes.

[BibT_eX]

[DOI]

Math. Oper. Res., 2013

The Robust Capacitated Vehicle Routing Problem Under Demand Uncertainty.

[BibT_eX]

[DOI]

Chrysanthos E. Gounaris

Christodoulos A. Floudas

Oper. Res., 2013

2012

Robust resource allocations in temporal networks.

[BibT_eX]

[DOI]

Math. Program., 2012

Robust Software Partitioning with Multiple Instantiation.

[BibT_eX]

[DOI]

INFORMS J. Comput., 2012

Editorial.

[BibT_eX]

[DOI]

Comput. Manag. Sci., 2012

Robust international portfolio management.

[BibT_eX]

[DOI]

Raquel J. Fonseca

Comput. Manag. Sci., 2012

Multi-resource allocation in stochastic project scheduling.

[BibT_eX]

[DOI]

Ann. Oper. Res., 2012

2011

Primal and dual linear decision rules in stochastic and robust optimization.

[BibT_eX]

[DOI]

Math. Program., 2011

SQPR: Stream query planning with reuse.

[BibT_eX]

[DOI]

Evangelia Kalyvianaki

Proceedings of the 27th International Conference on Data Engineering, 2011

2010

Optimisation of temporal networks under uncertainty.

[BibT_eX]

[DOI]

PhD thesis, 2010

Maximizing the net present value of a project under uncertainty.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2010

2008

A Stochastic Programming Approach for QoS-Aware Service Composition.

[BibT_eX]

[DOI]

Ronald Hochreiter

Proceedings of the 8th IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2008), 2008

2006

Iterated Ants: An Experimental Study for the Quadratic Assignment Problem.

[BibT_eX]

[DOI]

Thomas Stützle

Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2006

2005

Using Reputation Systems to Cope with Trust Problems in Virtual Organizations.

[BibT_eX]

Marco Voss