A Graph Theoretic Additive Approximation of Optimal Transport | Nathaniel Lahn · Deepika Mulchandani · Sharath Raghvendra |
Combinatorial Bayesian Optimization using the Graph Cartesian Product | Changyong Oh · Jakub Tomczak · Efstratios Gavves · Max Welling |
Exact Combinatorial Optimization with Graph Convolutional Neural Networks | Maxime Gasse · Didier Chetelat · Nicola Ferroni · Laurent Charlin · Andrea Lodi |
Learning Local Search Heuristics for Boolean Satisfiability | Emre Yolcu · Barnabas Poczos |
Learning to Perform Local Rewriting for Combinatorial Optimization | Xinyun Chen · Yuandong Tian |