Srivastava, Sanvesh

5 publications

JMLR 2022 Distributed Bayesian Varying Coefficient Modeling Using a Gaussian Process Prior Rajarshi Guhaniyogi, Cheng Li, Terrance D. Savitsky, Sanvesh Srivastava

JMLR 2018 Scalable Bayes via Barycenter in Wasserstein Space Sanvesh Srivastava, Cheng Li, David B. Dunson

JMLR 2017 Robust and Scalable Bayes via a Median of Subset Posterior Measures Stanislav Minsker, Sanvesh Srivastava, Lizhen Lin, David B. Dunson

AISTATS 2015 WASP: Scalable Bayes via Barycenters of Subset Posteriors Sanvesh Srivastava, Volkan Cevher, Quoc Tran-Dinh, David B. Dunson

ICML 2014 Scalable and Robust Bayesian Inference via the Median Posterior Stanislav Minsker, Sanvesh Srivastava, Lizhen Lin, David Dunson