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20112026
most citedPosterior contraction in sparse Bayesian factor models for massive covariance matrices

68 citations · 353 across the 57 of their papers we have counts for

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cs.LG2019★ 2 cited

Exploration Through Reward Biasing: Reward-Biased Maximum Likelihood Estimation for Stochastic Multi-Armed Bandits

Xi Liu, Ping-Chun Hsieh, Anirban Bhattacharya +1

Inspired by the Reward-Biased Maximum Likelihood Estimate method of adaptive control, we propose RBMLE -- a novel family of learning algorithms for stochastic multi-armed bandits (…

stat.ME2019

Efficient Bayesian shape-restricted function estimation with constrained Gaussian process priors

Pallavi Ray, Debdeep Pati, Anirban Bhattacharya

This article revisits the problem of Bayesian shape-restricted inference in the light of a recently developed approximate Gaussian process that admits an equivalent formulation of…