Journal: INFORMS J. Optim.

Volume 1, Issue 4

265 -- 266Dimitris Bertsimas. Introduction to the Issue
267 -- 287Austin Bren, Soroush Saghafian. Data-Driven Percentile Optimization for Multiclass Queueing Systems with Model Ambiguity: Theory and Application
288 -- 303Haihao Lu. "Relative Continuity" for Non-Lipschitz Nonsmooth Convex Optimization Using Stochastic (or Deterministic) Mirror Descent
304 -- 322S. Raghavan 0001, Rui Zhang 0025. A Branch-and-Cut Approach for the Weighted Target Set Selection Problem on Social Networks
323 -- 352Samir Elhedhli, Fatma Gzara, Burak Yildiz. Three-Dimensional Bin Packing and Mixed-Case Palletization

Volume 1, Issue 3

185 -- 186Dimitris Bertsimas. Machine Learning and Optimization: Introduction to the Special Issue
187 -- 199Dimitris Bertsimas, Nikita Korolko, Alexander M. Weinstein. Identifying Exceptional Responders in Randomized Trials: An Optimization Approach
200 -- 220Frank E. Curtis, Katya Scheinberg, Rui Shi. A Stochastic Trust Region Algorithm Based on Careful Step Normalization
221 -- 240Hari Bandi, Dimitris Bertsimas, Rahul Mazumder. Learning a Mixture of Gaussians via Mixed-Integer Optimization
241 -- 264Pavithra Harsha, Shivaram Subramanian, Markus Ettl. A Practical Price Optimization Approach for Omnichannel Retailing

Volume 1, Issue 2

91 -- 0Dimitris Bertsimas. Machine Learning and Optimization: Introduction to the Special Issue
92 -- 119Jose H. Blanchet, Coralia Cartis, Matt Menickelly, Katya Scheinberg. Convergence Rate Analysis of a Stochastic Trust-Region Method via Supermartingales
120 -- 142Sathya N. Ravi, Maxwell D. Collins, Vikas Singh. A Deterministic Nonsmooth Frank Wolfe Algorithm with Coreset Guarantees
143 -- 163Jonathan Eckstein, Ai Kagawa, Noam Goldberg. REPR: Rule-Enhanced Penalized Regression
164 -- 183Dimitris Bertsimas, Jack Dunn, Nishanth Mundru. Optimal Prescriptive Trees

Volume 1, Issue 1

1 -- 0Dimitris Bertsimas. From the Editor
2 -- 34Dimitris Bertsimas, Jack Dunn, Colin Pawlowski, Ying Daisy Zhuo. Robust Classification
35 -- 48Golbon Zakeri, Geoffrey Pritchard, Mette Bjørndal, Endre Bjørndal. Pricing Wind: A Revenue Adequate, Cost Recovering Uniform Price Auction for Electricity Markets with Intermittent Generation
49 -- 70David Simchi-Levi, He Wang, Yehua Wei. Constraint Generation for Two-Stage Robust Network Flow Problems
71 -- 90Thibaut Vidal, Daniel Gribel, Patrick Jaillet. Separable Convex Optimization with Nested Lower and Upper Constraints