Jaan Altosaar

4 papers · 2015–2018 · 4 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13)

Conferences

AISTATS (1) EMNLP (1) ICML (1) NIPS (1)

Top co-authors

Rajesh Ranganath (3) David Blei (3) Aaron Gerow (1) Richard Jean So (1) Dustin Tran (1) Jingwei Zhang (1) Adji Bousso Dieng (1) James Evans (1)

Keywords

variational inference (2) bayesian inference (1) language modeling (1) marginal likelihood (1) posterior inference (1) posterior approximation (1) variational objective (1) recurrent neural network (1) variational autoencoder (1) noise injection (1) bayesian deep learning (1) local optima (1)

Papers

Proximity Variational Inference AISTATS 2018

Noisin: Unbiased Regularization for Recurrent Neural Networks ICML 2018

Operator Variational Inference NIPS 2016

Fast, Flexible Models for Discovering Topic Correlation across Weakly-Related Collections EMNLP 2015