Fox, Emily B.

18 publications

UAI 2019 Adaptively Truncating Backpropagation Through Time to Control Gradient Bias Christopher Aicher, Nicholas J. Foti, Emily B. Fox

NeurIPS 2018 Large-Scale Stochastic Sampling from the Probability Simplex Jack Baker, Paul Fearnhead, Emily B. Fox, Christopher Nemeth

ICML 2018 Oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis Samuel K. Ainsworth, Nicholas J. Foti, Adrian K. C. Lee, Emily B. Fox

ICML 2017 Stochastic Gradient MCMC Methods for Hidden Markov Models Yi-An Ma, Nicholas J. Foti, Emily B. Fox

NeurIPS 2015 A Complete Recipe for Stochastic Gradient MCMC Yi-An Ma, Tianqi Chen, Emily B. Fox

JMLR 2015 Bayesian Nonparametric Covariance Regression Emily B. Fox, David B. Dunson

UAI 2015 Bayesian Structure Learning for Stationary Time Series Alex Tank, Nicholas J. Foti, Emily B. Fox

AISTATS 2015 Streaming Variational Inference for Bayesian Nonparametric Mixture Models Alex Tank, Nicholas J. Foti, Emily B. Fox

NeurIPS 2014 Expectation-Maximization for Learning Determinantal Point Processes Jennifer A Gillenwater, Alex Kulesza, Emily B. Fox, Ben Taskar

NeurIPS 2014 Stochastic Variational Inference for Hidden Markov Models Nicholas Foti, Jason Xu, Dillon Laird, Emily B. Fox

NeurIPS 2013 Approximate Inference in Continuous Determinantal Processes Raja Hafiz Affandi, Emily B. Fox, Ben Taskar

AISTATS 2013 Nystrom Approximation for Large-Scale Determinantal Processes Raja Hafiz Affandi, Alex Kulesza, Emily B. Fox, Ben Taskar

NeurIPS 2012 Effective Split-Merge Monte Carlo Methods for Nonparametric Models of Sequential Data Michael C Hughes, Emily B. Fox, Erik B. Sudderth

UAI 2012 Markov Determinantal Point Processes Raja Hafiz Affandi, Alex Kulesza, Emily B. Fox

NeurIPS 2012 Multiresolution Gaussian Processes Emily B. Fox, David B. Dunson

NeurIPS 2009 Sharing Features Among Dynamical Systems with Beta Processes Emily B. Fox, Michael I. Jordan, Erik B. Sudderth, Alan S. Willsky

ICML 2008 An HDP-HMM for Systems with State Persistence Emily B. Fox, Erik B. Sudderth, Michael I. Jordan, Alan S. Willsky

NeurIPS 2008 Nonparametric Bayesian Learning of Switching Linear Dynamical Systems Emily B. Fox, Erik B. Sudderth, Michael I. Jordan, Alan S. Willsky