Fox, Emily

14 publications

UAI 2025 HDP-Flow: Generalizable Bayesian Nonparametric Model for Time Series State Discovery Sana Tonekaboni, Tina Behrouzi, Addison Weatherhead, Emily Fox, David Blei, Anna Goldenberg

ICML 2025 KinDEL: DNA-Encoded Library Dataset for Kinase Inhibitors Benson Chen, Tomasz Danel, Gabriel H. S. Dreiman, Patrick J. Mcenaney, Nikhil Jain, Kirill Novikov, Spurti Umesh Akki, Joshua L. Turnbull, Virja Atul Pandya, Boris P. Belotserkovskii, Jared Bryce Weaver, Ankita Biswas, Dat Nguyen, Kent Gorday, Mohammad Sultan, Nathaniel Stanley, Daniel M Whalen, Divya Kanichar, Christoph Klein, Emily Fox, R. Edward Watts

ICLRW 2025 Roll-AE: A Spatiotemporal Invariant Autoencoder for Uncovering Neuronal Electrophysiological Patterns Tommaso Dreossi, Rounak Dey, Emily Fox, Daphne Koller

ICML 2024 Automated Statistical Model Discovery with Language Models Michael Y. Li, Emily Fox, Noah Goodman

ICML 2024 Hybrid$^2$ Neural ODE Causal Modeling and an Application to Glycemic Response Bob Junyi Zou, Matthew E Levine, Dessi P. Zaharieva, Ramesh Johari, Emily Fox

ICML 2023 Sequence Modeling with Multiresolution Convolutional Memory Jiaxin Shi, Ke Alexander Wang, Emily Fox

NeurIPSW 2022 Learning Absorption Rates in Glucose-Insulin Dynamics from Meal Covariates Ke Alexander Wang, Matthew E Levine, Jiaxin Shi, Emily Fox

JMLR 2021 Improving Reproducibility in Machine Learning Research(A Report from the NeurIPS 2019 Reproducibility Program) Joelle Pineau, Philippe Vincent-Lamarre, Koustuv Sinha, Vincent Lariviere, Alina Beygelzimer, Florence d'Alche-Buc, Emily Fox, Hugo Larochelle

MLHC 2021 Model-Based Metrics: Sample-Efficient Estimates of Predictive Model Subpopulation Performance Andrew C. Miller, Leon A. Gatys, Joseph Futoma, Emily Fox

MLHC 2020 Learning Insulin-Glucose Dynamics in the Wild Andrew C. Miller, Nicholas J. Foti, Emily Fox

ICML 2014 Learning the Parameters of Determinantal Point Process Kernels Raja Hafiz Affandi, Emily Fox, Ryan Adams, Ben Taskar

ICML 2014 Stochastic Gradient Hamiltonian Monte Carlo Tianqi Chen, Emily Fox, Carlos Guestrin

ICML 2013 Parsing Epileptic Events Using a Markov Switching Process Model for Correlated Time Series Drausin Wulsin, Emily Fox, Brian Litt

AISTATS 2012 Hierarchical Latent Dictionaries for Models of Brain Activation Alona Fyshe, Emily Fox, David Dunson, Tom Mitchell