Dimitris Bertsimas

Pablo A. Parrilo, Dimitris Bertsimas, Dan Andrei Iancu, 2009, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.

Rounding algorithms for covering problems

Dimitris Bertsimas, Rakesh V. Vohra, R. Vohra, 1998, Math. Program..

Probabilistic Combinatorial Optimization: Moments, Semidefinite Programming, and Asymptotic Bounds

Dimitris Bertsimas, Chung-Piaw Teo, Karthik Natarajan, 2004, SIAM J. Optim..

From Fluid Relaxations to Practical Algorithms for High-Multiplicity Job-Shop Scheduling: The Holding Cost Objective

David Gamarnik, Dimitris Bertsimas, Jay Sethuraman, 2003, Oper. Res..

Computation of Exact Bootstrap Confidence Intervals: Complexity and Deterministic Algorithms

Dimitris Bertsimas, Bradley Sturt, D. Bertsimas, 2020, Oper. Res..

Solving convex programs by random walks

Santosh S. Vempala, Dimitris Bertsimas, D. Bertsimas, 2004, JACM.

Stochastic and Dynamic Vehicle Routing in the Euclidean Plane with Multiple Capacitated Vehicles

Dimitris Bertsimas, Garrett J. van Ryzin, D. Bertsimas, 1993, Oper. Res..

An exact FCFS waiting time analysis for a general class of G/G/s queueing systems

Dimitris Bertsimas, 1988, Queueing Syst. Theory Appl..

An Analytic Approach to a General Class of G/G/s Queueing Systems

Dimitris Bertsimas, 1990, Oper. Res..

A Hierarchy of Near-Optimal Policies for Multistage Adaptive Optimization

Pablo A. Parrilo, Dimitris Bertsimas, Dan Andrei Iancu, 2011, IEEE Transactions on Automatic Control.

Solving convex programs by random walks

Santosh S. Vempala, Dimitris Bertsimas, 2002, STOC '02.

Analysis of LP relaxations for multiway and multicut problems

Dimitris Bertsimas, Rakesh V. Vohra, Chung-Piaw Teo, 1999, Networks.

A mathematical programming approach to stochastic and dynamic optimization problems

Dimitris Bertsimas, 1994 .

Optimization of Multiclass Queueing Networks with Changeover Times Via the Achievable Region Approach: Part I, the Single-Station Case

Dimitris Bertsimas, José Niño-Mora, D. Bertsimas, 1999 .

Persistence in discrete optimization under data uncertainty

Dimitris Bertsimas, Chung-Piaw Teo, Karthik Natarajan, 2006, Math. Program..

On the power and limitations of affine policies in two-stage adaptive optimization

Dimitris Bertsimas, Vineet Goyal, D. Bertsimas, 2012, Math. Program..

Certifiably optimal sparse inverse covariance estimation

Dimitris Bertsimas, Jean Pauphilet, Jourdain Lamperski, 2019, Mathematical Programming.

On Dependent Randomized Rounding Algorithms

Dimitris Bertsimas, Rakesh V. Vohra, Chung-Piaw Teo, 1996, IPCO.

Algorithmic Prediction of Health-Care Costs

Santosh S. Vempala, Dimitris Bertsimas, Grant Wang, 2008, Oper. Res..

Pareto Adaptive Robust Optimality via a Fourier-Motzkin Elimination Lens

Dimitris Bertsimas, Dick den Hertog, Nikolaos Trichakis, 2020 .

Fast Exact Matrix Completion: A Unifying Optimization Framework pdf

Dimitris Bertsimas, Michael Lingzhi Li, 2019, ArXiv.

Inverse Optimization: A New Perspective on the Black-Litterman Model

Vishal Gupta, Ioannis Ch. Paschalidis, Dimitris Bertsimas, 2012, Oper. Res..

Optimality of Affine Policies in Multistage Robust Optimization

Pablo A. Parrilo, Dimitris Bertsimas, Dan Andrei Iancu, 2009, Math. Oper. Res..

Machine learning and natural language processing methods to identify ischemic stroke, acuity and location from radiology reports

Dimitris Bertsimas, Agni Orfanoudaki, Stelios Smirnakis, 2020, PloS one.

A Priori Optimization

Patrick Jaillet, Amedeo R. Odoni, Dimitris Bertsimas, 1990, Oper. Res..

Asymptotic buffer overflow probabilities in multiclass multiplexers: an optimal control approach

John N. Tsitsiklis, Ioannis Ch. Paschalidis, Dimitris Bertsimas, 1998, IEEE Trans. Autom. Control..

The Probabilistic Minimum Spanning Tree Problem: Part I--complexity and Combinatorial Properties

Dimitris Bertsimas, 2015 .

From Predictions to Prescriptions in Multistage Optimization Problems pdf

Dimitris Bertsimas, Christopher McCord, D. Bertsimas, 2019, ArXiv.

Certifiably optimal sparse principal component analysis

Dimitris Bertsimas, Lauren Berk, D. Bertsimas, 2019, Mathematical Programming Computation.

Estimation of Time-Varying Parameters in Statistical Models: An Optimization Approach

John N. Tsitsiklis, David Gamarnik, Dimitris Bertsimas, 2004, Machine Learning.

Bounds and Policies for Dynamic Routing in Loss Networks

Dimitris Bertsimas, Thalia Chryssikou, 1999, Oper. Res..

The Multi-Airport Ground-Holding Problem in Air Traffic Control

Amedeo R. Odoni, Dimitris Bertsimas, Peter B. M. Vranas, 1992, Oper. Res..

A unified approach to mixed-integer optimization: Nonlinear formulations and scalable algorithms pdf

Dimitris Bertsimas, Jean Pauphilet, Ryan Cory-Wright, 2019, ArXiv.

Robust Optimization for Unconstrained Simulation-Based Problems

Dimitris Bertsimas, K. M. Teo, Kwong Meng Teo, 2010, Oper. Res..

Models and algorithms for transient queueing congestion in airline hub and spoke networks

Amedeo R. Odoni, Dimitris Bertsimas, Michael D. Peterson, 1992 .

Finite Adaptability in Multistage Linear Optimization

Constantine Caramanis, Dimitris Bertsimas, D. Bertsimas, 2010, IEEE Transactions on Automatic Control.

A Soft Robust Model for Optimization Under Ambiguity

Dimitris Bertsimas, Aharon Ben-Tal, David B. Brown, 2010, Oper. Res..

Scheduling, revenue management, and fairness in an academic-hospital radiology division.

Dimitris Bertsimas, Nathan Kallus, Richard Baum, 2014, Academic radiology.

Robust Product Line Design

Dimitris Bertsimas, Velibor V. Misic, D. Bertsimas, 2017, Oper. Res..

An Analytics Approach to Designing Combination Chemotherapy Regimens for Cancer

Stephen Relyea, Dimitris Bertsimas, John Silberholz, 2016, Manag. Sci..

Solving asymmetric variational inequalities via convex optimization

Georgia Perakis, Dimitris Bertsimas, Michele Aghassi, 2006, Oper. Res. Lett..

Two-stage sample robust optimization

Dimitris Bertsimas, Shimrit Shtern, Bradley Sturt, 2019, 1907.07142.

Sparse hierarchical regression with polynomials

Dimitris Bertsimas, Bart Van Parys, D. Bertsimas, 2017, Machine Learning.

The dynamic traveling repairman problem

Dimitris Bertsimas, Garrett van Ryzin, 1989 .

Reformulation versus cutting-planes for robust optimization

Iain Dunning, Dimitris Bertsimas, Miles Lubin, 2015, Comput. Manag. Sci..

Robust transient analysis of multi-server queueing systems and feed-forward networks

Dimitris Bertsimas, Chaithanya Bandi, Nataly Youssef, 2018, Queueing Syst. Theory Appl..

The Air Traffic Flow Management Problem with Enroute Capacities

Dimitris Bertsimas, Sarah Stock Patterson, D. Bertsimas, 1998, Oper. Res..

Sparse Classification: a scalable discrete optimization perspective

Dimitris Bertsimas, Jean Pauphilet, Bart P. G. Van Parys, 2017 .

Optimal Design for Multi-Item Auctions: A Robust Optimization Approach

Dimitris Bertsimas, Chaithanya Bandi, D. Bertsimas, 2014, Math. Oper. Res..

Large deviations analysis of the generalized processor sharing policy

John N. Tsitsiklis, Ioannis Ch. Paschalidis, Dimitris Bertsimas, 1999, Queueing Syst. Theory Appl..

Probabilistic Service Level Guarantees in Make-to-Stock Manufacturing Systems

Ioannis Ch. Paschalidis, Dimitris Bertsimas, 2001, Oper. Res..

Constrained Stochastic LQC: A Tractable Approach

Dimitris Bertsimas, David B. Brown, David B. Brown, 2007, IEEE Transactions on Automatic Control.

The K-server problem via a modern optimization lens

Patrick Jaillet, Dimitris Bertsimas, Nikita Korolko, 2019, Eur. J. Oper. Res..

Robust linear optimization under general norms

Melvyn Sim, Dimitris Bertsimas, Dessislava Pachamanova, 2004, Oper. Res. Lett..

On the Power of Robust Solutions in Two-Stage Stochastic and Adaptive Optimization Problems

Dimitris Bertsimas, Vineet Goyal, D. Bertsimas, 2010, Math. Oper. Res..

Optimizing over coherent risk measures and non-convexities: a robust mixed integer optimization approach

Akiko Takeda, Dimitris Bertsimas, 2015, Comput. Optim. Appl..

Online Mixed-Integer Optimization in Milliseconds pdf

Dimitris Bertsimas, Bartolomeo Stellato, D. Bertsimas, 2019, INFORMS J. Comput..

Nonlinear Formulations and Improved Randomized Approximation Algorithms for Multicut Problems

Dimitris Bertsimas, Rakesh V. Vohra, Chung-Piaw Teo, 1995, IPCO.

Optimizing Influenza Vaccine Composition: From Predictions to Prescriptions

Dimitris Bertsimas, Hari Bandi, 2020, MLHC.

A Scalable Algorithm for Sparse Portfolio Selection

Dimitris Bertsimas, Ryan Cory-Wright, D. Bertsimas, 2018, INFORMS J. Comput..

Optimal Inequalities in Probability Theory: A Convex Optimization Approach

Ioana Popescu, Dimitris Bertsimas, D. Bertsimas, 2005, SIAM J. Optim..

Optimizing schools’ start time and bus routes

Dimitris Bertsimas, Arthur Delarue, Sebastien Martin, 2019, Proceedings of the National Academy of Sciences.

Call for Papers Special Issue of Management Science: Business Analytics: Submission deadline: September 16, 2012 Expected publication date: First Quarter 2014

Alok Gupta, Eric T. Bradlow, Dimitris Bertsimas, 2012, Manag. Sci..

A Critical Survey of Optimization Models for Tactical and Strategic Aspects of Air Traffic Flow Management

Dimitris Bertsimas, Amedeo R. Odoni, 1998 .

Approximating integrals of multivariate exponentials: A moment approach

Xuan Vinh Doan, Dimitris Bertsimas, Jean B. Lasserre, 2008, Oper. Res. Lett..

Fluid Models for Parallel Processor Allocation

Dimitris Bertsimas, Eugene Perevalov, 2003 .

Robust multiperiod portfolio management in the presence of transaction costs

Dimitris Bertsimas, Dessislava Pachamanova, D. Bertsimas, 2008, Comput. Oper. Res..

The Price of Interpretability pdf

Patrick Jaillet, Dimitris Bertsimas, Arthur Delarue, 2019, ArXiv.

Restless Bandits, Linear Programming Relaxations, and a Primal-Dual Index Heuristic

Dimitris Bertsimas, José Niño-Mora, D. Bertsimas, 2000, Oper. Res..

Theory and Applications of Robust Optimization

Constantine Caramanis, Dimitris Bertsimas, David B. Brown, 2010, SIAM Rev..

Decomposition results for general polling systems and their applications

Dimitris Bertsimas, Georgia Mourtzinou, D. Bertsimas, 1999, Queueing Syst. Theory Appl..

The Probabilistic Minimum Spanning Tree, Part II: Probabilistic Analysis and Asymptotic Results

Dimitris Bertsimas, 1988 .

Robust Nonconvex Optimization for Simulation-based Problems

Dimitris Bertsimas, Kwong Meng Teo, Omid Nohadani, 2007 .

When is time continuous

Dimitris Bertsimas, Andrew W. Lo, Leonid Kogan, 2000 .

A semidefinite optimization approach to the steady-state analysis of queueing systems

Dimitris Bertsimas, Karthik Natarajan, D. Bertsimas, 2007, Queueing Syst. Theory Appl..

Conservation Laws, Extended Polymatroids and Multiarmed Bandit Problems; A Polyhedral Approach to Indexable Systems

Dimitris Bertsimas, José Niño-Mora, D. Bertsimas, 1996, Math. Oper. Res..

Sparse regression over clusters: SparClur

Dimitris Bertsimas, Jack Dunn, Lea Kapelevich, 2021, Optimization Letters.

Data for: Data-Driven Ambulance Deployment: Closing the Optimality Gap for Online Dispatch

Dimitris Bertsimas, Yeesian Ng, 2021 .

Data-Driven Transit Network Design at Scale

Dimitris Bertsimas, Julia Yan, Yee Sian Ng, 2021, Oper. Res..

Slowly Varying Regression under Sparsity pdf

Dimitris Bertsimas, Vassilis Digalakis, Michael Linghzi Li, 2021, ArXiv.

Data-Driven Optimization: A Reproducing Kernel Hilbert Space Approach

Dimitris Bertsimas, Nihal Koduri, D. Bertsimas, 2021, Oper. Res..

Sparse Plus Low Rank Matrix Decomposition: A Discrete Optimization Approach pdf

Dimitris Bertsimas, Ryan Cory-Wright, Nicholas A. G. Johnson, 2021, ArXiv.

Pricing Algorithmic Insurance pdf

Dimitris Bertsimas, Agni Orfanoudaki, 2021, ArXiv.

A Unified Approach to Mixed-Integer Optimization Problems With Logical Constraints

Dimitris Bertsimas, Jean Pauphilet, Ryan Cory-Wright, 2021, SIAM J. Optim..

Bootstrap robust prescriptive analytics

Dimitris Bertsimas, Bart Van Parys, 2021, Mathematical Programming.

The Price of Diversity pdf

Dimitris Bertsimas, Hari Bandi, 2021, ArXiv.

A new perspective on low-rank optimization pdf

Dimitris Bertsimas, Jean Pauphilet, Ryan Cory-Wright, 2021, ArXiv.

Predicting Inpatient Flow at a Major Hospital Using Interpretable Analytics

Dimitris Bertsimas, Jean Pauphilet, Manu Tandon, 2021 .

Mixed-Integer Optimization with Constraint Learning pdf

Dimitris Bertsimas, Dick den Hertog, Holly Wiberg, 2021, ArXiv.

Machine Learning for Real-Time Heart Disease Prediction

Dimitris Bertsimas, Bartolomeo Stellato, Luca Mingardi, 2021, IEEE Journal of Biomedical and Health Informatics.

A Robust Optimization Approach to Deep Learning pdf

Dimitris Bertsimas, Dick den Hertog, Xavier Boix, 2021, ArXiv.

Prediction with Missing Data pdf

Dimitris Bertsimas, Jean Pauphilet, Arthur Delarue, 2021, ArXiv.

Near-optimal Nonlinear Regression Trees

Dimitris Bertsimas, Jack Dunn, Yuchen Wang, 2021, Oper. Res. Lett..

Stochastic Cutting Planes for Data-Driven Optimization

Dimitris Bertsimas, Michael Lingzhi Li, D. Bertsimas, 2021, INFORMS J. Comput..

Holistic Deep Learning pdf

Dimitris Bertsimas, L'eonard Boussioux, Alex Paskov, 2021, ArXiv.

Sparse classification: a scalable discrete optimization perspective

Dimitris Bertsimas, Jean Pauphilet, Bart P. G. Van Parys, 2017, Machine Learning.

A Scalable Algorithm for Sparse Portfolio Selection

Dimitris Bertsimas, Ryan Cory-Wright, 2022, INFORMS Journal on Computing.

Robust Discrete Optimization

Melvyn Sim, Dimitris Bertsimas, D. Bertsimas, 2003 .

Automated Dynamic Resource Allocation for Wildfire Suppression

Mykel J. Kochenderfer, Dimitris Bertsimas, Velibor V. Mišić, 2017 .

Distributionally Adaptive Optimization

Melvyn Sim, Dimitris Bertsimas, D. Bertsimas, 2016 .

Fairness in Air Traffic Flow Management ∗

Dimitris Bertsimas, Shubham Gupta, D. Bertsimas, 2009 .

A Data-Driven Approach To Newsvendor Problems

Dimitris Bertsimas, Aurélie Thiele, D. Bertsimas, 2005 .

Integer Optimization Methods for Supervised Ranking

Cynthia Rudin, Dimitris Bertsimas, Allison Chang, 2011 .

Depression and costs of health care.

Dimitris Bertsimas, David Czerwinski, D. Bertsimas, 2009, Psychosomatics.

When is Time Continuous?

Dimitris Bertsimas, Leonid Kogan, L. Kogan, 1998 .

Opera Tions Research Center Working Paper a New Algebraic Geometry Algorithm for Integer Programming Massachusetts Institute of Technology a New Algebraic Geometry Algorithm for Integer Programming a New Algebraic Geometry Algorithm for Integer Programming

Georgia Perakis, Dimitris Bertsimas, Sridhar Tayur, 2022 .

Least Quantile of Squares Regression via Modern Optimization

Dimitris Bertsimas, Rahul Mazumder, D. Bertsimas, 2013 .

A practicable framework for distributionally robust linear optimization

Melvyn Sim, Dimitris Bertsimas, Meilin Zhang, 2013 .

Robust Discrete Optimization and Downside Risk Measures

Melvyn Sim, Dimitris Bertsimas, D. Bertsimas, 2006 .

Development and validation of an optimized prediction of mortality for candidates awaiting liver transplantation

Dimitris Bertsimas, Nikolaos Trichakis, Ryutaro Hirose, 2018, American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons.

Option Pricing without Price Dynamics: A Probabilistic Approach

Dimitris Bertsimas, Natasha Bushueva, 2006 .

Applied Informatics Decision Support Tool for Mortality Predictions in Patients With Cancer.

Dimitris Bertsimas, Jack Dunn, John Silberholz, 2018, JCO clinical cancer informatics.

Restless Bandit , Linear Programming Relaxations and a Primal-Dual Heuristic

Dimitris Bertsimas, Jose Nifio-Mora, .

On the Large Deviations Behaviour of Acyclic Networks of G / G / 1 Queues 1

John N. Tsitsiklis, Ioannis Ch. Paschalidis, Dimitris Bertsimas, 1994 .

Nonlinear formulations and improved randomized approximation algorithms for multiway and multicut problems

Dimitris Bertsimas, Rakesh V. Vohra, Chung-Piaw Teo, 1995 .

Fairness and Optimality in Trading

Dimitris Bertsimas, 2011 .