Sanvesh Srivastava
5 papers · 2014–2022 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird
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Keywords
bayesian inference
(4)
posterior distribution
(3)
distributed learning
(2)
gaussian process
(1)
gaussian process regression
(1)
outlier robustness
(1)
robust estimation
(1)
probability measure
(1)
bayesian analysis
(1)
gaussian process prior
(1)
wasserstein space
(1)
geometric median
(1)
functional data
(1)
wasserstein barycenter
(1)
varying coefficient model
(1)
median aggregation
(1)
distributed bayesian
(1)
federated learning
(1)
scalable bayesian inference
(1)
posterior sampling
(1)
Papers
Distributed Bayesian Varying Coefficient Modeling Using a Gaussian Process Prior
JMLR 2022
Scalable Bayes via Barycenter in Wasserstein Space
JMLR 2018
Robust and Scalable Bayes via a Median of Subset Posterior Measures
JMLR 2017
WASP: Scalable Bayes via barycenters of subset posteriors
AISTATS 2015
Scalable and Robust Bayesian Inference via the Median Posterior
ICML 2014