Gonzalo Mena

3 papers · 2018–2019 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🚀 Conference Pioneer 📈 Trend Setter

Venues

AISTATS (1) ICLR (1) NeurIPS (1)

Top co-authors

Scott Linderman (2) Jonathan Niles-Weed (1) John Cunningham (1) Jasper Snoek (1) Hal Cooper (1) Liam Paninski (1) David Belanger (1)

Research topics

Mathematics & Optimization (3) Optimization (3) Artificial Intelligence (2) Bayesian & Probabilistic (2) Deep Learning (1) Machine Learning (1) Learning Types (1) Mathematics (1) Optimization & Theory (1)

Keywords

variational inference (1) sample complexity (1) maximum weight matching (1) permutation learning (1) latent variable model (1) convergence rate (1) reparameterization gradient (1) permutation matrix (1) doubly stochastic matrix (1) entropic optimal transport (1) central limit theorem (1) statistical bound (1) sinkhorn operator (1) birkhoff polytope (1) stick-breaking procedure (1) subgaussian measure (1)

Papers

Statistical bounds for entropic optimal transport: sample complexity and the central limit theorem NeurIPS 2019 Learning Latent Permutations with Gumbel-Sinkhorn Networks ICLR 2018 Reparameterizing the Birkhoff Polytope for Variational Permutation Inference AISTATS 2018