Sanvesh Srivastava

According to our database, Sanvesh Srivastava authored at least 9 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Machine Learning and the Future of Bayesian Computation.

Steven Winter, Trevor Campbell, Lizhen Lin, Sanvesh Srivastava, David B. Dunson

CoRR, 2023

2022

Distributed Bayesian Varying Coefficient Modeling Using a Gaussian Process Prior.

Rajarshi Guhaniyogi, Cheng Li, Terrance D. Savitsky, Sanvesh Srivastava

J. Mach. Learn. Res., 2022

2021

Distributed Bayesian Inference in Linear Mixed-Effects Models.

Sanvesh Srivastava, Yixiang Xu

J. Comput. Graph. Stat., 2021

2018

Scalable Bayes via Barycenter in Wasserstein Space.

Sanvesh Srivastava, Cheng Li, David B. Dunson

J. Mach. Learn. Res., 2018

2017

Robust and Scalable Bayes via a Median of Subset Posterior Measures.

Stanislav Minsker, Sanvesh Srivastava, Lizhen Lin, David B. Dunson

J. Mach. Learn. Res., 2017

2015

WASP: Scalable Bayes via barycenters of subset posteriors.

Sanvesh Srivastava, Volkan Cevher, Quoc Tran-Dinh, David B. Dunson

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014

Scalable and Robust Bayesian Inference via the Median Posterior.

Stanislav Minsker, Sanvesh Srivastava, Lizhen Lin, David B. Dunson

Proceedings of the 31th International Conference on Machine Learning, 2014

2013

Integrating multi-platform genomic data using hierarchical Bayesian relevance vector machines.

Sanvesh Srivastava, Wenyi Wang, Ganiraju Manyam, Carlos Ordonez, Veerabhadran Baladandayuthapani

EURASIP J. Bioinform. Syst. Biol., 2013

2012

Integrating multi-platform genomic data using hierarchical Bayesian relevance vector machines.

Sanvesh Srivastava, Wenyi Wang, Pascal O. Zinn, Rivka R. Colen, Veerabhadran Baladandayuthapani

Proceedings of the Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics, 2012