Wouter Kool

4 papers · 2019–2020 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (15)

Conferences

ICLR (2) ICML (1) JMLR (1)

Top co-authors

Max Welling (4) Herke van Hoof (4)

Keywords

stochastic beam search (2) bayesian network (1) sequence model (1) gumbel-max trick (1) sampling without replacement (1) categorical distribution (1) sequence sampling (1) probabilistic inference (1) gumbel-top-k trick (1)

Papers

Estimating Gradients for Discrete Random Variables by Sampling without Replacement ICLR 2020

Ancestral Gumbel-Top-k Sampling for Sampling Without Replacement JMLR 2020

Attention, Learn to Solve Routing Problems! ICLR 2019

Stochastic Beams and Where To Find Them: The Gumbel-Top-k Trick for Sampling Sequences Without Replacement ICML 2019