Optimization · Combinatorial Optimization

TitleAuthors
A Graph Theoretic Additive Approximation of Optimal TransportNathaniel Lahn · Deepika Mulchandani · Sharath Raghvendra
Combinatorial Bayesian Optimization using the Graph Cartesian ProductChangyong Oh · Jakub Tomczak · Efstratios Gavves · Max Welling
Exact Combinatorial Optimization with Graph Convolutional Neural NetworksMaxime Gasse · Didier Chetelat · Nicola Ferroni · Laurent Charlin · Andrea Lodi
Learning Local Search Heuristics for Boolean SatisfiabilityEmre Yolcu · Barnabas Poczos
Learning to Perform Local Rewriting for Combinatorial OptimizationXinyun Chen · Yuandong Tian