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Neural Granger Causality for Nonlinear Time Series

Journal paperPreprint
Alex Tank, Ian Covert, Nicholas Foti, Ali Shojaie, Emily B. Fox
To appear in IEEE Transaction on Pattern Analysis and Machine Intelligence
Publication year: 2021

Mobility trends provide a leading indicator of changes in SARS-CoV-2 transmission

Preprint
Andrew Miller, Nicholas Foti, Joseph Lewnard, Nicholas Jewell, Carlos Guestrin, and Emily B. Fox
medRxiv 2020.05.07.20094441
Publication year: 2020

Stochastic Gradient MCMC for Nonlinear State Space Models

Preprint
Christopher Aicher, Srshti Putcha, Christopher Nemeth, Paul Fearnhead, Emily B. Fox
arXiv:1901.10568
Publication year: 2019

Disentangled VAE Representations for Multi-Aspect and Missing Data

Preprint
Samuel Ainsworth, Nicholas Foti, and Emily B. Fox
arXiv:1806.09060
Publication year: 2018

Autoregressive Models for Variance Matrices: Stationary Inverse Wishart Processes

Preprint
Emily B. Fox and Mike West
arXiv:1107.5239
Publication year: 2011