Max B Paulus

3 papers · 2021–2022 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)

Conferences

ICML (2) ICLR (1)

Top co-authors

Andreas Krause (2) Chris Maddison (2) Giulia Zarpellon (1) Chris J. Maddison (1) Laurent Charlin (1) Pashootan Vaezipoor (1) Haonan Duan (1) Yangjun Ruan (1)

Keywords

combinatorial optimization (1) contrastive learning (1) imitation learning (1) boolean satisfiability (1) graph representation learning (1) neural architecture (1) mixed integer linear programming (1) self-supervised pre-training (1) cutting plane selection (1) bound improvement (1)

Papers

Augment with Care: Contrastive Learning for Combinatorial Problems ICML 2022

Learning to Cut by Looking Ahead: Cutting Plane Selection via Imitation Learning ICML 2022

Rao-Blackwellizing the Straight-Through Gumbel-Softmax Gradient Estimator ICLR 2021