Emily B. Fox

Advances in Neural Information Processing Systems 32 (NeurIPS 2019)

Hanna Wallach, Hugo Larochelle, Alina Beygelzimer et al. · SPIRE - Sciences Po Institutional REpository · 2020 · 2.4K citations

Stochastic Gradient Hamiltonian Monte Carlo

Tianqi Chen, Emily B. Fox, Carlos Guestrin · arXiv (Cornell University) · 2014 · 352 citations · Full text

Hamiltonian Monte Carlo, Distant Proposals, Engineering +13

An HDP-HMM for systems with state persistence

Emily B. Fox, Erik B. Sudderth, Michael I. Jordan et al. · 2008 · 271 citations

Engineering, Machine Learning, State Persistence +20

Bayesian Nonparametric Inference of Switching Dynamic Linear Models

Emily B. Fox, Erik B. Sudderth, Michael I. Jordan et al. · IEEE Transactions on Signal Processing · 2011 · 235 citations · Full text

Neural Granger Causality

Alex Tank, Ian Covert, Nicholas J. Foti et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 229 citations · Full text

Structured Prediction, Engineering, Machine Learning +19