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Dimitris Bertsimas — most-cited papers & profile · Reinforcement Learning
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Dimitris Bertsimas
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Most-cited papers
Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization
2025
Optimal Control of Fluid Restless Multi-armed Bandits: A Machine Learning Approach
2025
Bootstrap Robust Prescriptive Analytics
2017
The Price of Interpretability
2019
Stochastic Cutting Planes for Data-Driven Optimization
2021
Mixed-Integer Optimization with Constraint Learning
2021
Distributionally Robust Causal Inference with Observational Data
2022
Multistage Stochastic Optimization via Kernels
2023
Improving Stability in Decision Tree Models
2023
Optimal Control of Multiclass Fluid Queueing Networks: A Machine Learning Approach
2023
Deep Trees for (Un)structured Data: Tractability, Performance, and Interpretability
2024
Top co-authors
Cheol Woo Kim
· 2
Kimberly Villalobos Carballo
· 2
Michael Lingzhi Li
· 2
Adejuyigbe Fajemisin
· 1
Arthur Delarue
· 1
Bart van Parys
· 1
Caio de Prospero Iglesias
· 1
Dick den Hertog
· 1
Donato Maragno
· 1
Holly Wiberg
· 1
Jiayi Gu
· 1
Jos\'e Ni\~no-Mora
· 1
Topics
cs.LG
stat.ML
math.OC
stat.ME
econ.EM
stat.AP
cs.CY
stat.OT
stat.CO
cs.AI