Nicholas J. Foti

29 papers A* 4A 4Journal 17Unranked 4
YearRankTypeTitle / Venue / Authors
2025 A* conf
Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictions.
ICML
Eray Erturk, Fahad Kamran, Salar Abbaspourazad, Sean Jewell, Harsh Sharma, Yujie Li, Sinead Williamson, Nicholas J. Foti, Joseph Futoma
2025 J jnl
Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictions.
CoRR
Eray Erturk, Fahad Kamran, Salar Abbaspourazad, Sean Jewell, Harsh Sharma, Yujie Li, Sinead Williamson, Nicholas J. Foti, Joseph Futoma
2022 J jnl
Neural Granger Causality.
IEEE Trans. Pattern Anal. Mach. Intell.
Alex Tank, Ian Covert, Nicholas J. Foti, Ali Shojaie, Emily B. Fox
2021 J jnl
Breiman's two cultures: You don't have to choose sides.
CoRR
Andrew C. Miller, Nicholas J. Foti, Emily B. Fox
2021 J jnl
It's complicated: characterizing the time-varying relationship between cell phone mobility and COVID-19 spread in the US.
npj Digit. Medicine
Sean Jewell, Joseph Futoma, Lauren Hannah, Andrew C. Miller, Nicholas J. Foti, Emily B. Fox
2020 — conf
Learning Insulin-Glucose Dynamics in the Wild.
MLHC
Andrew C. Miller, Nicholas J. Foti, Emily B. Fox
2020 J jnl
Learning Insulin-Glucose Dynamics in the Wild.
CoRR
Andrew C. Miller, Nicholas J. Foti, Emily B. Fox
2019 A conf
Adaptively Truncating Backpropagation Through Time to Control Gradient Bias.
UAI
Christopher Aicher, Nicholas J. Foti, Emily B. Fox
2019 J jnl
Adaptively Truncating Backpropagation Through Time to Control Gradient Bias.
CoRR
Christopher Aicher, Nicholas J. Foti, Emily B. Fox
2019 J jnl
Stochastic Gradient MCMC for State Space Models.
SIAM J. Math. Data Sci.
Christopher Aicher, Yi-An Ma, Nicholas J. Foti, Emily B. Fox
2018 J jnl
Disentangled VAE Representations for Multi-Aspect and Missing Data.
CoRR
Samuel K. Ainsworth, Nicholas J. Foti, Emily B. Fox
2018 J jnl
Interpretable VAEs for nonlinear group factor analysis.
CoRR
Samuel K. Ainsworth, Nicholas J. Foti, Adrian K. C. Lee, Emily B. Fox
2018 J jnl
Stochastic Gradient MCMC for State Space Models.
CoRR
Christopher Aicher, Yi-An Ma, Nicholas J. Foti, Emily B. Fox
2018 J jnl
The cultural evolution of national constitutions.
J. Assoc. Inf. Sci. Technol.
Daniel N. Rockmore, Chen Fang, Nicholas J. Foti, Tom Ginsburg, David C. Krakauer
2018 A* conf
oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis.
ICML
Samuel K. Ainsworth, Nicholas J. Foti, Adrian K. C. Lee, Emily B. Fox
2017 A* conf
Stochastic Gradient MCMC Methods for Hidden Markov Models.
ICML
Yi-An Ma, Nicholas J. Foti, Emily B. Fox
2017 J jnl
The Cultural Evolution of National Constitutions.
CoRR
Daniel N. Rockmore, Chen Fang, Nicholas J. Foti, Tom Ginsburg, David C. Krakauer
2017 A* conf
Variational Boosting: Iteratively Refining Posterior Approximations.
ICML
Andrew C. Miller, Nicholas J. Foti, Ryan P. Adams
2016 J jnl
Variational Boosting: Iteratively Refining Posterior Approximations.
CoRR
Andrew C. Miller, Nicholas J. Foti, Ryan P. Adams
2015 J jnl
A Survey of Non-Exchangeable Priors for Bayesian Nonparametric Models.
IEEE Trans. Pattern Anal. Mach. Intell.
Nicholas J. Foti, Sinead A. Williamson
2015 A conf
Bayesian Structure Learning for Stationary Time Series.
UAI
Alex Tank, Nicholas J. Foti, Emily B. Fox
2015 A conf
Streaming Variational Inference for Bayesian Nonparametric Mixture Models.
AISTATS
Alex Tank, Nicholas J. Foti, Emily B. Fox
2015 J jnl
The Intrafirm Complexity of Systemically Important Financial Institutions.
CoRR
Robin L. Lumsdaine, Daniel N. Rockmore, Nicholas J. Foti, Gregory Leibon, J. Doyne Farmer
2014 — conf
Stochastic variational inference for hidden Markov models.
NIPS
Nicholas J. Foti, Jason Xu, Dillon Laird, Emily B. Fox
2013 A conf
A unifying representation for a class of dependent random measures.
AISTATS
Nicholas J. Foti, Joseph D. Futoma, Daniel N. Rockmore, Sinead Williamson
2012 J jnl
A survey of non-exchangeable priors for Bayesian nonparametric models
CoRR
Nicholas J. Foti, Sinead Williamson
2012 J jnl
A unifying representation for a class of dependent random measures
CoRR
Nicholas J. Foti, Joseph D. Futoma, Daniel N. Rockmore, Sinead Williamson
2012 — conf
Slice sampling normalized kernel-weighted completely random measure mixture models.
NIPS
Nicholas J. Foti, Sinead Williamson
2011 — conf
Using Hierarchical Change Mining to Manage Network Security Policy Evolution.
Hot-ICE
Gabriel A. Weaver, Nicholas J. Foti, Sergey Bratus, Daniel N. Rockmore, Sean W. Smith