| 2025 | UAI | HDP-Flow: Generalizable Bayesian Nonparametric Model for Time Series State Discovery. | Sana Tonekaboni, Tina Behrouzi, Addison Weatherhead, Emily B. Fox, David M. Blei, Anna Goldenberg |
| 2024 | ICML | Automated Statistical Model Discovery with Language Models. | Michael Y. Li, Emily B. Fox, Noah D. Goodman |
| 2024 | ICML | Hybrid2 Neural ODE Causal Modeling and an Application to Glycemic Response. | Bob Junyi Zou, Matthew E. Levine, Dessi P. Zaharieva, Ramesh Johari, Emily B. Fox |
| 2023 | ICML | Sequence Modeling with Multiresolution Convolutional Memory. | Jiaxin Shi, Ke Alexander Wang, Emily B. Fox |
| 2019 | ICRA | A Simple Adaptive Tracker with Reminiscences. | Christopher Xie, Emily B. Fox, Zad Harchaoui |
| 2019 | UAI | Adaptively Truncating Backpropagation Through Time to Control Gradient Bias. | Christopher Aicher, Nicholas J. Foti, Emily B. Fox |
| 2018 | ICML | oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis. | Samuel K. Ainsworth, Nicholas J. Foti, Adrian K. C. Lee, Emily B. Fox |
| 2017 | ICML | Stochastic Gradient MCMC Methods for Hidden Markov Models. | Yi-An Ma, Nicholas J. Foti, Emily B. Fox |
| 2015 | AISTATS | Streaming Variational Inference for Bayesian Nonparametric Mixture Models. | Alex Tank, Nicholas J. Foti, Emily B. Fox |
| 2015 | UAI | Bayesian Structure Learning for Stationary Time Series. | Alex Tank, Nicholas J. Foti, Emily B. Fox |
| 2014 | ICML | Learning the Parameters of Determinantal Point Process Kernels. | Raja Hafiz Affandi, Emily B. Fox, Ryan P. Adams, Benjamin Taskar |
| 2014 | ICML | Stochastic Gradient Hamiltonian Monte Carlo. | Tianqi Chen, Emily B. Fox, Carlos Guestrin |
| 2013 | AISTATS | Nystrom Approximation for Large-Scale Determinantal Processes. | Raja Hafiz Affandi, Alex Kulesza, Emily B. Fox, Ben Taskar |
| 2013 | ICML | Parsing epileptic events using a Markov switching process model for correlated time series. | Drausin Wulsin, Emily B. Fox, Brian Litt |
| 2013 | KDD | Representing documents through their readers. | Khalid El-Arini, Min Xu, Emily B. Fox, Carlos Guestrin |
| 2012 | UAI | Markov Determinantal Point Processes. | Raja Hafiz Affandi, Alex Kulesza, Emily B. Fox |
| 2008 | ICML | An HDP-HMM for systems with state persistence. | Emily B. Fox, Erik B. Sudderth, Michael I. Jordan, Alan S. Willsky |
| 2007 | FUSION | Hierarchical Dirichlet processes for tracking maneuvering targets. | Emily B. Fox, Erik B. Sudderth, Alan S. Willsky |
| 2006 | ICASSP | Detection and Localization of Material Releases with Sparse Sensor Configurations. | Emily B. Fox, Jason L. Williams, John W. Fisher III, Alan S. Willsky |