4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Optimal Control of Multiclass Fluid Queueing Networks: A Machine Learning Approach
Dimitris Bertsimas, Cheol Woo Kim
We propose a machine learning approach to the optimal control of multiclass fluid queueing networks (MFQNETs) that provides explicit and insightful control policies. We prove that…
cs.LG2026★ 4 cited
A Machine Learning Approach to Two-Stage Adaptive Robust Optimization
Dimitris Bertsimas, Cheol Woo Kim
We propose an approach based on machine learning to solve two-stage linear adaptive robust optimization (ARO) problems with binary here-and-now variables and polyhedral uncertainty…