367 citations · 1.4k across the 72 of their papers we have counts for
3 papers · 1 filter
On the power of randomization in network interdiction
Dimitris Bertsimas, Ebrahim Nasrabadi, James B. Orlin
Network interdiction can be viewed as a game between two players, an "interdictor" and a "flow player". The flow player wishes to send as much material as possible through a networ…
Least quantile regression via modern optimization
Dimitris Bertsimas, Rahul Mazumder
We address the Least Quantile of Squares (LQS) (and in particular the Least Median of Squares) regression problem using modern optimization methods. We propose a Mixed Integer Opti…
Data-Driven Estimation in Equilibrium Using Inverse Optimization
Dimitris Bertsimas, Vishal Gupta, Ioannis Ch. Paschalidis
Equilibrium modeling is common in a variety of fields such as game theory and transportation science. The inputs for these models, however, are often difficult to estimate, while t…