Sanvesh Srivastava

12 papers A* 1A 1Journal 9Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	SLIM-LLMs: Modeling of Style-Sensory Language RelationshipsThrough Low-Dimensional Representations. CoRR Osama Khalid, Sanvesh Srivastava, Padmini Srinivasan
2023	J	`jnl`	Asynchronous and Distributed Data Augmentation for Massive Data Settings. J. Comput. Graph. Stat. Jiayuan Zhou, Kshitij Khare, Sanvesh Srivastava
2023	J	`jnl`	Machine Learning and the Future of Bayesian Computation. CoRR Steven Winter, Trevor Campbell, Lizhen Lin, Sanvesh Srivastava, David B. Dunson
2022	J	`jnl`	Distributed Bayesian Varying Coefficient Modeling Using a Gaussian Process Prior. J. Mach. Learn. Res. Rajarshi Guhaniyogi, Cheng Li, Terrance D. Savitsky, Sanvesh Srivastava
2021	J	`jnl`	Distributed Bayesian Inference in Linear Mixed-Effects Models. J. Comput. Graph. Stat. Sanvesh Srivastava, Yixiang Xu
2018	J	`jnl`	Scalable Bayes via Barycenter in Wasserstein Space. J. Mach. Learn. Res. Sanvesh Srivastava, Cheng Li, David B. Dunson
2017	J	`jnl`	Robust and Scalable Bayes via a Median of Subset Posterior Measures. J. Mach. Learn. Res. Stanislav Minsker, Sanvesh Srivastava, Lizhen Lin, David B. Dunson
2015	A	`conf`	WASP: Scalable Bayes via barycenters of subset posteriors. AISTATS Sanvesh Srivastava, Volkan Cevher, Quoc Tran-Dinh, David B. Dunson
2014	J	`jnl`	Robust and scalable Bayes via a median of subset posterior measures. CoRR Stanislav Minsker, Sanvesh Srivastava, Lizhen Lin, David B. Dunson
2014	A*	`conf`	Scalable and Robust Bayesian Inference via the Median Posterior. ICML Stanislav Minsker, Sanvesh Srivastava, Lizhen Lin, David B. Dunson
2013	J	`jnl`	Integrating multi-platform genomic data using hierarchical Bayesian relevance vector machines. EURASIP J. Bioinform. Syst. Biol. Sanvesh Srivastava, Wenyi Wang, Ganiraju Manyam, Carlos Ordonez, Veerabhadran Baladandayuthapani
2012	—	`conf`	Integrating multi-platform genomic data using hierarchical Bayesian relevance vector machines. GENSiPS Sanvesh Srivastava, Wenyi Wang, Pascal O. Zinn, Rivka R. Colen, Veerabhadran Baladandayuthapani