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Transactions on Machine Learning Research|June 30, 2026
Scaling Up Bayesian Neural Networks with Neural NetworksZahra Moslemi, Yang Meng, Shiwei Lan, et al.Proceedings of Machine Learning Research|April 22, 2024
Fully Bayesian Autoencoders with Latent Sparse Gaussian ProcessesBa-Hien Tran, Babak Shahbaba, Stephan Mandt, et al.Data Science in Science|June 12, 2026
A Bayesian Time-Varying Psychophysiological Interaction ModelBrian Schetzsle, Jaylen Lee, Aaron Bornstein, et al.Journal of the Royal Statistical Society. Series C, Applied Statistics|August 23, 2011
Bayesian gene set analysis for identifying significant biological pathwaysBabak Shahbaba, Robert Tibshirani, Catherine M Shachaf, et al.Bioinformatics (Oxford, England)|June 17, 2016
What time is it? Deep learning approaches for circadian rhythmsForest Agostinelli, Nicholas Ceglia, Babak Shahbaba, et al.Journal of the American Statistical Association|December 20, 2016
A Dynamic Bayesian Model for Characterizing Cross-Neuronal Interactions During Decision-MakingBo Zhou, David E Moorman, Sam Behseta, et al.Statistica Sinica|August 11, 2020
Evolutionary State-Space Model and Its Application to Time-Frequency Analysis of Local Field PotentialsXu Gao, Weining Shen, Babak Shahbaba, et al.Bioinformatics (Oxford, England)|June 21, 2015
An efficient Bayesian inference framework for coalescent-based nonparametric phylodynamicsShiwei Lan, Julia A Palacios, Michael Karcher, et al.Plos One|April 25, 2013
Genetic variation in the human brain dopamine system influences motor learning and its modulation by L-DopaKristin M Pearson-Fuhrhop, Brian Minton, Daniel Acevedo, et al.Neural Computation|June 13, 2014
A semiparametric Bayesian model for detecting synchrony among multiple neuronsBabak Shahbaba, Bo Zhou, Shiwei Lan, et al.Pageof 6