Tom Rainforth

Modern Bayesian Experimental Design

Tom Rainforth, Adam Foster, Desi R. Ivanova et al. · Statistical Science · 2024 · 82 citations

Computing, Biostatistics, Bayesian Data Analysis +11

Auto-Encoding Sequential Monte Carlo

Tuan Anh Lê, Maximilian Igl, Tom Rainforth et al. · Oxford University Research Archive (ORA) (University of Oxford) · 2018 · 54 citations · Full text

Computing, Computer Science, Artificial Intelligence +13

Disentangling Disentanglement in Variational Autoencoders

Émile Mathieu, Tom Rainforth, Yee Whye Teh · arXiv (Cornell University) · 2018 · 52 citations · Full text

Computing, Computer Science, Computer Vision +13

On Nesting Monte Carlo Estimators

Tom Rainforth, Robert Cornish, Hongseok Yang et al. · arXiv (Cornell University) · 2017 · 45 citations · Full text

Natural Sciences, Mathematics, Machine Learning +12

Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning

Jannik Kossen, Neil Band, Clare Lyle et al. · arXiv (Cornell University) · 2021 · 43 citations · Full text

Computing, Computer Science, Artificial Intelligence +9