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Stat (International Statistical Institute)|May 23, 2017
A Bayesian supervised dual-dimensionality reduction model for simultaneous decoding of LFP and spike train signalsAndrew Holbrook, Alexander Vandenberg-Rodes, Norbert Fortin, et al.Journal of Statistical Computation and Simulation|May 21, 2019
Geodesic Lagrangian Monte Carlo over the space of positive definite matrices: with application to Bayesian spectral density estimationAndrew Holbrook, Shiwei Lan, Alexander Vandenberg-Rodes, et al.Computational Statistics|November 8, 2019
Neural network gradient Hamiltonian Monte CarloLingge Li, Andrew Holbrook, Babak Shahbaba, et al.Journal of the American Statistical Association|August 11, 2025
A Model-Agnostic Graph Neural Network for Integrating Local and Global InformationWenzhuo Zhou, Annie Qu, Keiland W Cooper, et al.Advances in Neural Information Processing Systems|October 12, 2020
Modeling Dynamic Functional Connectivity with Latent Factor Gaussian ProcessesLingge Li, Dustin Pluta, Babak Shahbaba, et al.Journal of the American Statistical Association|October 16, 2025
Optimal Transport based Cross-Domain Integration for Heterogeneous DataYubai Yuan, Yijiao Zhang, Babak Shahbaba, et al.Bayesian Analysis|April 19, 2021
Flexible Bayesian Dynamic Modeling of Correlation and Covariance MatricesShiwei Lan, Andrew Holbrook, Gabriel A Elias, et al.Statistics in Medicine|November 23, 2012
Bayesian nonparametric variable selection as an exploratory tool for discovering differentially expressed genesBabak Shahbaba, Wesley O JohnsonBMC Bioinformatics|October 14, 2006
Gene function classification using Bayesian models with hierarchy-based priorsBabak Shahbaba, Radford M NealPageof 6