Using Hierarchical Change Mining to Manage Network Security Policy Evolution. - Gabriel A. Weaver; Nicholas J. Foti; Sergey Bratus; Daniel N. Rockmore; Sean W. Smith (Hot-ICE, 2011)

Slice sampling normalized kernel-weighted completely random measure mixture models. - Nicholas J. Foti; Sinead Williamson (NIPS, 2012)

A unifying representation for a class of dependent random measures. - Nicholas J. Foti; Joseph D. Futoma; Daniel N. Rockmore; Sinead Williamson (AISTATS, 2013)

Stochastic variational inference for hidden Markov models. - Nicholas J. Foti; Jason Xu; Dillon Laird; Emily B. Fox (NIPS, 2014)

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

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

The Intrafirm Complexity of Systemically Important Financial Institutions. - Robin L. Lumsdaine; Daniel N. Rockmore; Nicholas J. Foti; Gregory Leibon; J. Doyne Farmer (CoRR, 2015)

A Survey of Non-Exchangeable Priors for Bayesian Nonparametric Models. - Nicholas J. Foti; Sinead A. Williamson (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

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

Variational Boosting: Iteratively Refining Posterior Approximations. - Andrew C. Miller; Nicholas J. Foti; Ryan P. Adams (ICML, 2017)

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

Interpretable VAEs for nonlinear group factor analysis. - Samuel K. Ainsworth; Nicholas J. Foti; Adrian K. C. Lee; Emily B. Fox (CoRR, 2018)

Disentangled VAE Representations for Multi-Aspect and Missing Data. - Samuel K. Ainsworth; Nicholas J. Foti; Emily B. Fox (CoRR, 2018)

The cultural evolution of national constitutions. - Daniel N. Rockmore; Chen Fang; Nicholas J. Foti; Tom Ginsburg; David C. Krakauer (J. Assoc. Inf. Sci. Technol., 2018)

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

Stochastic Gradient MCMC for State Space Models. - Christopher Aicher; Yi-An Ma; Nicholas J. Foti; Emily B. Fox (SIAM J. Math. Data Sci., 2019)

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

Breiman's two cultures: You don't have to choose sides. - Andrew C. Miller; Nicholas J. Foti; Emily B. Fox (CoRR, 2021)

It's complicated: characterizing the time-varying relationship between cell phone mobility and COVID-19 spread in the US. - Sean Jewell; Joseph Futoma; Lauren Hannah; Andrew C. Miller; Nicholas J. Foti; Emily B. Fox (npj Digit. Medicine, 2021)

Neural Granger Causality. - Alex Tank; Ian Covert; Nicholas J. Foti; Ali Shojaie; Emily B. Fox (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictions. - Eray Erturk; Fahad Kamran; Salar Abbaspourazad; Sean Jewell; Harsh Sharma; Yujie Li; Sinead Williamson; Nicholas J. Foti; Joseph Futoma (CoRR, 2025)