Concepedia

Sanvesh Srivastava

SS

Statistics

Publications

16

Citations

647

H-Index

14

Active since

2013

Affiliations

University of Iowa(Current)

Duke University

Purdue University West Lafayette

National University of Singapore

University of Iowa Hospitals and Clinics

Sanvesh Srivastava is an author at University of Iowa specializing in engineering, data science, and statistical inference.

Top concepts

EngineeringData ScienceStatisticsStatistical InferenceProbabilityBayesian InferenceHealthMedicineRadiologyMedical Imaging

Publications per year

2013–2020

16

Publications

16

Scalable Bayes via Barycenter in Wasserstein Space

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

Bayesian Statistic, Engineering, Bayesian Hierarchical Modeling +14

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

Scalable and Robust Bayesian Inference via the Median Posterior

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

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

Bayesian Statistic, Proposed Aggregation Step, Engineering +14

Simple, scalable and accurate posterior interval estimation

Cheng Li, Sanvesh Srivastava, David B. Dunson · Biometrika · 2017 · 48 citations

Engineering, Data Science, Full Posterior +14

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