Garud Iyengar

Raghav Singal

CoRR, 2024

2023

Economics of Permissioned Blockchain Adoption.

[BibT_eX]

[DOI]

Manag. Sci., June, 2023

Robust Inventory Management: A Cycle-Based Approach.

[BibT_eX]

[DOI]

Yupeng Chen

Chun Wang

Manuf. Serv. Oper. Manag., March, 2023

Scalable Computation of Causal Bounds.

[BibT_eX]

[DOI]

Madhumitha Shridharan

J. Mach. Learn. Res., 2023

Decentralized Finance: Protocols, Risks, and Governance.

[BibT_eX]

[DOI]

Agostino Capponi

Jay Sethuraman

Found. Trends Priv. Secur., 2023

A Doubly Robust Approach to Sparse Reinforcement Learning.

[BibT_eX]

[DOI]

Wonyoung Kim

CoRR, 2023

Optimizer's Information Criterion: Dissecting and Correcting Bias in Data-Driven Optimization.

[BibT_eX]

[DOI]

Henry Lam

Tianyu Wang

CoRR, 2023

Pareto Front Identification with Regret Minimization.

[BibT_eX]

[DOI]

Wonyoung Kim

CoRR, 2023

Causal Bounds in Quasi-Markovian Graphs.

[BibT_eX]

[DOI]

Madhumitha Shridharan

Proceedings of the International Conference on Machine Learning, 2023

Improved Algorithms for Multi-period Multi-class Packing Problems with Bandit Feedback.

[BibT_eX]

[DOI]

Wonyoung Kim

Proceedings of the International Conference on Machine Learning, 2023

Hedging against Complexity: Distributionally Robust Optimization with Parametric Approximation.

[BibT_eX]

[DOI]

Henry Lam

Tianyu Wang

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Shapley Meets Uniform: An Axiomatic Framework for Attribution in Online Advertising.

[BibT_eX]

[DOI]

Manag. Sci., 2022

Online Assortment Optimization with Reusable Resources.

[BibT_eX]

[DOI]

Manag. Sci., 2022

Distributionally Robust End-to-End Portfolio Construction.

[BibT_eX]

[DOI]

Giorgio Costa

Garud N. Iyengar

CoRR, 2022

2021

Multiregional Oligopoly with Capacity Constraints.

[BibT_eX]

[DOI]

Manag. Sci., 2021

Asymptotically Optimal Competitive Ratio for Online Allocation of Reusable Resources.

[BibT_eX]

[DOI]

Rajan Udwani

Proceedings of the Web and Internet Economics - 17th International Conference, 2021

Sparsity-Agnostic Lasso Bandit.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Multinomial Logit Contextual Bandits: Provable Optimality and Practicality.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Distributionally Robust Mechanism Design.

[BibT_eX]

[DOI]

Manag. Sci., 2020

Online Allocation of Reusable Resources via Algorithms Guided by Fluid Approximations.

[BibT_eX]

[DOI]

Rajan Udwani

CoRR, 2020

Online Allocation of Reusable Resources: Achieving Optimal Competitive Ratio.

[BibT_eX]

[DOI]

Rajan Udwani

CoRR, 2020

2019

A One-Third Advice Rule Based on a Control-Theoretic Opinion Dynamics Model.

[BibT_eX]

[DOI]

Yu Luo

Venkat Venkatasubramanian

IEEE Trans. Comput. Soc. Syst., 2019

Thompson Sampling for Multinomial Logit Contextual Bandits.

[BibT_eX]

[DOI]

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

Sequential Anomaly Detection using Inverse Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Personalized Product Recommendation for Interactive Media.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Human Systems Integration 2019, 2019

Deep Influence Diagrams: An Interpretable and Robust Decision Support System.

[BibT_eX]

[DOI]

Proceedings of the Business Information Systems - 22nd International Conference, 2019

2018

Social Influence Makes Self-Interested Crowds Smarter: An Optimal Control Perspective.

[BibT_eX]

[DOI]

Yu Luo

Venkat Venkatasubramanian

IEEE Trans. Comput. Soc. Syst., 2018

Passive Reaction Analysis for Grasp Stability.

[BibT_eX]

[DOI]

Maximilian Haas-Heger

Matei T. Ciocarlie

IEEE Trans Autom. Sci. Eng., 2018

Resource cost aware scheduling.

[BibT_eX]

[DOI]

Rodrigo A. Carrasco

Cliff Stein

Eur. J. Oper. Res., 2018

Directed Exploration in PAC Model-Free Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Attainment Ratings for Graph-Query Recommendation.

[BibT_eX]

[DOI]

CoRR, 2018

Robust Implicit Backpropagation.

[BibT_eX]

[DOI]

Francois Fagan

CoRR, 2018

Unbiased scalable softmax optimization.

[BibT_eX]

[DOI]

Francois Fagan

Christos H. Papadimitriou

CoRR, 2018

Passive Static Equilibrium with Frictional Contacts and Application to Grasp Stability Analysis.

[BibT_eX]

[DOI]

Maximilian Haas-Heger

Mihalis Yannakakis

Matei T. Ciocarlie

Proceedings of the Robotics: Science and Systems XIV, 2018

Interpretable Robust Decision Making.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2017

Modeling Multimodal Continuous Heterogeneity in Conjoint Analysis - A Sparse Learning Approach.

[BibT_eX]

[DOI]

Yupeng Chen

Raghuram Iyengar

Mark. Sci., 2017

Linear Convergence of Stochastic Frank Wolfe Variants.

[BibT_eX]

[DOI]

Donald Goldfarb

Chaoxu Zhou

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

A Near-Optimal Maintenance Policy for Automated DR Devices.

[BibT_eX]

[DOI]

Carlos Abad

IEEE Trans. Smart Grid, 2016

Tax-Aware Dynamic Asset Allocation.

[BibT_eX]

[DOI]

Martin Haugh

Chun Wang

Oper. Res., 2016

On the Distinction between Active and Passive Reaction in Grasp Stability Analysis.

[BibT_eX]

[DOI]

Maximilian Haas-Heger

Matei T. Ciocarlie

Proceedings of the Algorithmic Foundations of Robotics XII, 2016

2015

Portfolio Selection with Multiple Spectral Risk Constraints.

[BibT_eX]

[DOI]

Carlos Abad

SIAM J. Financial Math., 2015

Efficient "Shotgun" Inference of Neural Connectivity from Highly Sub-sampled Activity Data.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2015

An alternating direction method with increasing penalty for stable principal component pursuit.

[BibT_eX]

[DOI]

Comput. Optim. Appl., 2015

An Asynchronous Distributed Proximal Gradient Method for Composite Convex Optimization.

[BibT_eX]

[DOI]

Zi Wang

Proceedings of the 32nd International Conference on Machine Learning, 2015

2014

A unified approach for minimizing composite norms.

[BibT_eX]

[DOI]

Math. Program., 2014

Optimal price rebates for demand response under power flow constraints.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Smart Grid Communications, 2014

2013

Single machine scheduling with job-dependent convex cost and arbitrary precedence constraints.

[BibT_eX]

[DOI]

Rodrigo A. Carrasco

Cliff Stein

Oper. Res. Lett., 2013

An Axiomatic Approach to Systemic Risk.

[BibT_eX]

[DOI]

Chen Chen

Ciamac C. Moallemi

Manag. Sci., 2013

Fast gradient descent method for Mean-CVaR optimization.

[BibT_eX]

[DOI]

Alfred Ka Chun Ma

Ann. Oper. Res., 2013

Near-optimal execution policies for demand-response contracts in electricity markets.

[BibT_eX]

[DOI]

Zhen Qiu

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012

A First-Order Augmented Lagrangian Method for Compressed Sensing.

[BibT_eX]

[DOI]

SIAM J. Optim., 2012

2011

Approximating Semidefinite Packing Programs.

[BibT_eX]

[DOI]

SIAM J. Optim., 2011

A First-Order Smoothed Penalty Method for Compressed Sensing.

[BibT_eX]

[DOI]

SIAM J. Optim., 2011

Inequality and network structure.

[BibT_eX]

[DOI]

Games Econ. Behav., 2011

Energy Aware Scheduling for Weighted Completion Time and Weighted Tardiness

[BibT_eX]

[DOI]

Rodrigo A. Carrasco

CoRR, 2011

2010

Feasible and Accurate Algorithms for Covering Semidefinite Programs.

[BibT_eX]

[DOI]

Proceedings of the Algorithm Theory, 2010

2007

On two-stage convex chance constrained problems.

[BibT_eX]

[DOI]

Emre Erdogan

Math. Methods Oper. Res., 2007

Models of malicious behavior in sponsored search.

[BibT_eX]

[DOI]

Proceedings of the 2007 Spring Simulation Multiconference, 2007

An equilibrium model for matching impatient demand and patient supply over time.

[BibT_eX]

[DOI]

Anuj Kumar

Proceedings of the Proceedings 8th ACM Conference on Electronic Commerce (EC-2007), 2007

2006

An Active Set Method for Single-Cone Second-Order Cone Programs.

[BibT_eX]

[DOI]

Emre Erdogan

SIAM J. Optim., 2006

Approximating Fractional Packings and Coverings in O(1/epsilon) Iterations.

[BibT_eX]

[DOI]

Daniel Bienstock

SIAM J. Comput., 2006

Ambiguous chance constrained problems and robust optimization.

[BibT_eX]

[DOI]

Emre Erdogan

Math. Program., 2006

Characterizing Optimal Adword Auctions

[BibT_eX]

[DOI]

Anuj Kumar

CoRR, 2006

2005

Inverse conic programming with applications.

[BibT_eX]

[DOI]

Wanmo Kang

Oper. Res. Lett., 2005

Cuts for mixed 0-1 conic programming.

[BibT_eX]

[DOI]

Mehmet Tolga Çezik

Math. Program., 2005

Robust Dynamic Programming.

[BibT_eX]

[DOI]

Garud N. Iyengar

Math. Oper. Res., 2005

Approximation Algorithms for Semidefinite Packing Problems with Applications to Maxcut and Graph Coloring.

[BibT_eX]

[DOI]

Proceedings of the Integer Programming and Combinatorial Optimization, 2005

2004

Solving fractional packing problems in <i>O</i><sup>ast</sup>(1/?) iterations.

[BibT_eX]

[DOI]

Daniel Bienstock

Proceedings of the 36th Annual ACM Symposium on Theory of Computing, 2004

2003

Robust convex quadratically constrained programs.

[BibT_eX]

[DOI]

Donald Goldfarb

Math. Program., 2003

Robust Portfolio Selection Problems.

[BibT_eX]

[DOI]

Donald Goldfarb

Math. Oper. Res., 2003

2001

Cutting Planes for Mixed 0-1 Semidefinite Programs.

[BibT_eX]

[DOI]

Mehmet Tolga Çezik

Proceedings of the Integer Programming and Combinatorial Optimization, 2001

2000

Growth optimal investment in horse race markets with costs.

[BibT_eX]

[DOI]