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Nicholas J. Foti · SciRah

Researcher profile · Semantic Scholar

Nicholas J. Foti

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Nicholas J. Foti — researcher profile on SciRah

h-index: 24
Works: 48
Citations: 2,176

Most-cited papers

Neural Granger Causality
Alex Tank, Ian Covert, Nicholas J. Foti, A. Shojaie +1 more
2021IEEE Transactions on Pattern Analysis and Machine Intelligence453 citations Open access
Semantic Scholar
Overlapping portfolios, contagion, and financial stability
Fabio Caccioli, J. D. Farmer, Nicholas J. Foti, D. Rockmore
2015178 citations
Semantic Scholar
Quantitative patterns of stylistic influence in the evolution of literature
J. M. Hughes, Nicholas J. Foti, D. Krakauer, D. Rockmore
2012Proceedings of the National Academy of Sciences of the United States of America161 citations Open access
Semantic Scholar
'We the Peoples': The Global Origins of Constitutional Preambles
Tom Ginsburg, Nicholas J. Foti, D. Rockmore
2013146 citations Open access
Semantic Scholar
Variational Boosting: Iteratively Refining Posterior Approximations
Andrew C. Miller, Nicholas J. Foti, Ryan P. Adams
2016International Conference on Machine Learning135 citations
Semantic Scholar
Nonparametric Sparsification of Complex Multiscale Networks
Nicholas J. Foti, J. M. Hughes, D. Rockmore
2011PLoS ONE111 citations Open access
Semantic Scholar
Neural Granger Causality for Nonlinear Time Series
Alex Tank, Ian Covert, Nicholas J. Foti, A. Shojaie +1 more
2018108 citations
Semantic Scholar
Stochastic variational inference for hidden Markov models
Nicholas J. Foti, Jason Xu, Dillon Laird, Emily B. Fox
2014Neural Information Processing Systems100 citations
Semantic Scholar
Reducing Reparameterization Gradient Variance
Andrew C. Miller, Nicholas J. Foti, A. D'Amour, Ryan P. Adams
2017Neural Information Processing Systems91 citations
Semantic Scholar
Stability of the World Trade Web over Time - An Extinction Analysis
Nicholas J. Foti, Scott D. Pauls, Daniel N. Rockmore
201173 citations Open access
Semantic Scholar
A Survey of Non-Exchangeable Priors for Bayesian Nonparametric Models
Nicholas J. Foti, Sinead Williamson
2012IEEE Transactions on Pattern Analysis and Machine Intelligence50 citations Open access
Semantic Scholar
Adaptively Truncating Backpropagation Through Time to Control Gradient Bias
Christopher Aicher, Nicholas J. Foti, Emily B. Fox
2019Conference on Uncertainty in Artificial Intelligence49 citations
Semantic Scholar
oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis
Samuel K. Ainsworth, Nicholas J. Foti, Adrian K. C. Lee, Emily B. Fox
2018International Conference on Machine Learning48 citations
Semantic Scholar
Mobility trends provide a leading indicator of changes in SARS-CoV-2 transmission
A. Miller, Nicholas J. Foti, J. A. Lewnard, N. Jewell +2 more
2020medRxiv41 citations Open access
Semantic Scholar
Streaming Variational Inference for Bayesian Nonparametric Mixture Models
Alex Tank, Nicholas J. Foti, Emily B. Fox
2014International Conference on Artificial Intelligence and Statistics39 citations
Semantic Scholar
Stochastic Gradient MCMC Methods for Hidden Markov Models
Yian Ma, Yi-An Ma, Nicholas J. Foti, Emily B. Fox
2017International Conference on Machine Learning35 citations
Semantic Scholar
Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictions
Eray Erturk, Fahad Kamran, Salar Abbaspourazad, Sean W. Jewell +5 more
2025International Conference on Machine Learning34 citations
Semantic Scholar
It’s complicated: characterizing the time-varying relationship between cell phone mobility and COVID-19 spread in the US
S. Jewell, Joseph Futoma, Lauren A. Hannah, A. Miller +2 more
2021npj Digital Medicine31 citations Open access
Semantic Scholar
The cultural evolution of national constitutions
D. Rockmore, Fang Chen, Nicholas J. Foti, Tom Ginsburg +1 more
2017J. Assoc. Inf. Sci. Technol.30 citations Open access
Semantic Scholar
A unifying representation for a class of dependent random measures
Nicholas J. Foti, Joseph Futoma, D. Rockmore, Sinead Williamson
2012International Conference on Artificial Intelligence and Statistics28 citations
Semantic Scholar
An Interpretable and Sparse Neural Network Model for Nonlinear Granger Causality Discovery
Alex Tank, Ian Cover, Nicholas J. Foti, A. Shojaie +1 more
201726 citations
Semantic Scholar
Bayesian Structure Learning for Stationary Time Series
Alex Tank, Nicholas J. Foti, Emily B. Fox
2015Conference on Uncertainty in Artificial Intelligence26 citations
Semantic Scholar
Learning Insulin-Glucose Dynamics in the Wild
Andrew C. Miller, Nicholas J. Foti, Emily B. Fox
2020Machine Learning in Health Care25 citations
Semantic Scholar
Statistical Deconvolution for Inference of Infection Time Series
Andrew C. Miller, Lauren A. Hannah, Joseph Futoma, Nicholas J. Foti +5 more
2020medRxiv25 citations Open access
Semantic Scholar
Stochastic Gradient MCMC for State Space Models
Christopher Aicher, Yian Ma, Yi-An Ma, Nicholas J. Foti +1 more
2018SIAM Journal on Mathematics of Data Science24 citations Open access
Semantic Scholar
Interpretable VAEs for nonlinear group factor analysis
Samuel Ainsworth, Nicholas J. Foti, Adrian K. C. Lee, Emily B. Fox
2018International Conference on Machine Learning19 citations
Semantic Scholar
How interbank lending amplifies overlapping portfolio contagion: A case study of the Austrian banking network
Fabio Caccioli, J. Farmer, Nicholas J. Foti, D. Rockmore
201318 citations
Semantic Scholar
Disentangled VAE Representations for Multi-Aspect and Missing Data
Samuel K. Ainsworth, Nicholas J. Foti, Emily B. Fox
2018arXiv.org14 citations
Semantic Scholar
The Intrafirm Complexity of Systemically Important Financial Institutions
R. Lumsdaine, D. Rockmore, Nicholas J. Foti, Gregory Leibon +1 more
2015Journal of Financial Stability13 citations Open access
Semantic Scholar
Breiman's Two Cultures: You Don't Have to Choose Sides
Andrew C. Miller, Nicholas J. Foti, Emily B. Fox
2021Observational Studies12 citations Open access
Semantic Scholar
Statistical model-based approaches for functional connectivity analysis of neuroimaging data.
Nicholas J. Foti, Emily B. Fox
2019Current Opinion in Neurobiology11 citations
Semantic Scholar
Sparse plus low-rank graphical models of time series for functional connectivity in MEG
Nicholas J. Foti, Rahul Nadkarni, Adrian K. C. Lee, Emily B. Fox
201611 citations
Semantic Scholar
Slice sampling normalized kernel-weighted completely random measure mixture models
Nicholas J. Foti, Sinead Williamson
2012Neural Information Processing Systems9 citations
Semantic Scholar
LLMs are not (consistently) Bayesian: Quantifying internal (in)consistencies of LLMs' probabilistic beliefs
Chacha Chen, Matthew Jorke, Adam Golinski, Masha Fedzechkina +3 more
2026arXiv.org5 citations
Semantic Scholar
Using Hierarchical Change Mining to Manage Network Security Policy Evolution
Gabriel A. Weaver, Nicholas J. Foti, S. Bratus, D. Rockmore +1 more
2011USENIX conference on Hot topics in management of internet, cloud, and enterprise networks and services5 citations
Semantic Scholar
Comment: Nonparametric Bayes Modeling of Populations of Networks
Nicholas J. Foti, Emily B. Fox
20171 citations
Semantic Scholar
Bayesian nonparametric methods for non-exchangeable data
D. Rockmore, Nicholas J. Foti
20131 citations
Semantic Scholar
Using a Linear Dynamic System to Measure Functional Connectivity from M/EEG
J. Drew, Nicholas J. Foti, Rahul Nadkarni, Eric Larson +2 more
2024Journal of Neural Engineering0 citations
Semantic Scholar
Dynamic functional connectivity in auditory attention task
J. Drew, E. Larson, Nicholas J. Foti, Rahul Nadkarni +2 more
2021Journal of the Acoustical Society of America0 citations
Semantic Scholar
Supplementary Materials: It’s complicated: characterizing the time-varying relationship between cell phone mobility and COVID-19 spread in the US
Sean W. Jewell, Joseph Futoma, Lauren A. Hannah, Andrew C. Miller +3 more
20210 citations
Semantic Scholar
Implements Empirical Bayes Incidence Curves [R package incidental version 0.1]
Andrew C. Miller, Lauren A. Hannah, Nicholas J. Foti, Joseph Futoma
20200 citations
Semantic Scholar
Supplementary Material for Adaptively Truncating BPTT to Control Gradient Bias
Christopher Aicher, Nicholas J. Foti, Emily B. Fox, P. G. Allen
20190 citations
Semantic Scholar
Supplemental Materials for : Stochastic Gradient MCMC Methods for Hidden Markov Models
Yi-An Ma, Nicholas J. Foti, Emily B. Fox
20170 citations
Semantic Scholar
Bayesian Structure Learning for Stationary Time Series : Supplementary Material
Alex Tank, Nicholas J. Foti, Emily B. Fox
20150 citations
Semantic Scholar
A Appendix : Comparison with null models : topological properties 17 B Appendix : Comparison with null model : stress tests 18 1
Fabio Caccioli, J. Farmer, Nicholas J. Foti, D. Rockmore
20130 citations
Semantic Scholar
Nonparametric sparsification of complex multiscale networks-Supporting Information Text S1
Nicholas J. Foti, J. M. Hughes, D. Rockmore
20110 citations
Semantic Scholar
A Longitudinal Analysis of the Network Complexity of the World Trade Web
Nicholas J. Foti, D. Rockmore, Scott D. Pauls, Tim Kastelle
20090 citations
Semantic Scholar
Robust recovery of time-varying functional connectivity in MEG
Rahul Nadkarni, Nicholas J. Foti, Emily B. Fox
0 citations
Semantic Scholar

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