249 citations · 348 across the 19 of their papers we have counts for
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cs.LG2020★ 19 cited
Ecole: A Gym-like Library for Machine Learning in Combinatorial Optimization Solvers
Antoine Prouvost, Justin Dumouchelle, Lara Scavuzzo +3
We present Ecole, a new library to simplify machine learning research for combinatorial optimization. Ecole exposes several key decision tasks arising in general-purpose combinator…
cs.LG2020
Change Point Detection by Cross-Entropy Maximization
Aurélien Serre, Didier Chételat, Andrea Lodi
Many offline unsupervised change point detection algorithms rely on minimizing a penalized sum of segment-wise costs. We extend this framework by proposing to minimize a sum of dis…