Sanvesh Srivastava

Statistics

Publications

Citations

673

H-Index

Active since

2013

Affiliations

University of Iowa(Current)

Duke University

National University of Singapore

Purdue University West Lafayette

University of Iowa Hospitals and Clinics

Sanvesh Srivastava is an author at University of Iowa specializing in bayesian statistics, bayesian inference, and posterior distribution approximation.

ORCID

Publications per year

2013–2024

Publications

Scalable Bayes via Barycenter in Wasserstein Space

Sanvesh Srivastava, Cheng Li, David B. Dunson · Journal of Machine Learning Research · 2018 · 94 citations

Natural Sciences, Mathematics, Machine Learning +11

WASP: Scalable Bayes via barycenters of subset posteriors

Sanvesh Srivastava, Volkan Cevher, Quoc Tran Dinh et al. · Infoscience (Ecole Polytechnique Fédérale de Lausanne) · 2015 · 86 citations · Full text

Computing, Computer Science, Bayesian Data Analysis +10

Scalable and Robust Bayesian Inference via the Median Posterior

Stanislav Minsker, Sanvesh Srivastava, Lizhen Lin et al. · 2014 · 84 citations

Computing, Computer Science, Distributed Systems +15

Robust and Scalable Bayes via a Median of Subset Posterior Measures

Stanislav Minsker, Sanvesh Srivastava, Lizhen Lin et al. · arXiv (Cornell University) · 2017 · 68 citations · Full text

Natural Sciences, Mathematics, Bayesian Data Analysis +12

Simple, scalable and accurate posterior interval estimation

Cheng Li, Sanvesh Srivastava, David B. Dunson · Biometrika · 2017 · 50 citations

Natural Sciences, Biostatistics, Bayesian Data Analysis +16

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