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Breiman's two cultures: You don't have to choose sides


Apr 25, 2021
Andrew C. Miller, Nicholas J. Foti, Emily B. Fox

* Commentary to appear in a special issue of Observational Studies, discussing Leo Breiman's paper "Statistical Modeling: The Two Cultures" (https://doi.org/10.1214/ss/1009213726

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Learning Insulin-Glucose Dynamics in the Wild


Aug 06, 2020
Andrew C. Miller, Nicholas J. Foti, Emily Fox

* Machine Learning for Healthcare 2020 

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Adaptively Truncating Backpropagation Through Time to Control Gradient Bias


May 17, 2019
Christopher Aicher, Nicholas J. Foti, Emily B. Fox


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Stochastic Gradient MCMC for State Space Models


Oct 22, 2018
Christopher Aicher, Yi-An Ma, Nicholas J. Foti, Emily B. Fox


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An Interpretable and Sparse Neural Network Model for Nonlinear Granger Causality Discovery


Jun 25, 2018
Alex Tank, Ian Cover, Nicholas J. Foti, Ali Shojaie, Emily B. Fox

* Accepted to the NIPS Time Series Workshop 2017 

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Disentangled VAE Representations for Multi-Aspect and Missing Data


Jun 24, 2018
Samuel K. Ainsworth, Nicholas J. Foti, Emily B. Fox


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The Cultural Evolution of National Constitutions


Nov 18, 2017
Daniel N. Rockmore, Chen Fang, Nicholas J. Foti, Tom Ginsburg, David C. Krakauer

* 38 pages with supplemental information, 13 figures, 2 tables; Accepted for publication the Journal of the Association for Information Science and Technology 

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Stochastic Gradient MCMC Methods for Hidden Markov Models


Jun 14, 2017
Yi-An Ma, Nicholas J. Foti, Emily B. Fox


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Reducing Reparameterization Gradient Variance


May 22, 2017
Andrew C. Miller, Nicholas J. Foti, Alexander D'Amour, Ryan P. Adams


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Streaming Variational Inference for Bayesian Nonparametric Mixture Models


Apr 21, 2015
Alex Tank, Nicholas J. Foti, Emily B. Fox


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Stochastic Variational Inference for Hidden Markov Models


Nov 06, 2014
Nicholas J. Foti, Jason Xu, Dillon Laird, Emily B. Fox

* Appears in Advances in Neural Information Processing Systems (NIPS), 2014 

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A survey of non-exchangeable priors for Bayesian nonparametric models


Nov 20, 2012
Nicholas J. Foti, Sinead Williamson


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A unifying representation for a class of dependent random measures


Nov 20, 2012
Nicholas J. Foti, Joseph D. Futoma, Daniel N. Rockmore, Sinead Williamson


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