8 citations · 8 across the 1 of their papers we have counts for
2 papers
cs.LG2020★ 8 cited
Learning Linear Programs from Optimal Decisions
Yingcong Tan, Daria Terekhov, Andrew Delong
We propose a flexible gradient-based framework for learning linear programs from optimal decisions. Linear programs are often specified by hand, using prior knowledge of relevant c…
cs.LG2018
Deep Inverse Optimization
Yingcong Tan, Andrew Delong, Daria Terekhov
Given a set of observations generated by an optimization process, the goal of inverse optimization is to determine likely parameters of that process. We cast inverse optimization a…