A Diffusion Process Perspective on Posterior Contraction Rates for
Parameters

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A Diffusion Process Perspective on Posterior Contraction Rates for Parameters

3 September 2019

Martin J. Wainwright

Peter L. Bartlett

Michael I. Jordan

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Papers citing "A Diffusion Process Perspective on Posterior Contraction Rates for Parameters"

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Title
Accelerating Approximate Thompson Sampling with Underdamped Langevin Monte Carlo Haoyang Zheng Wei Deng Christian Moya Guang Lin 94 6 0 22 Jan 2024
An Exponentially Increasing Step-size for Parameter Estimation in Statistical Models Nhat Ho Zhaolin Ren Sujay Sanghavi Purnamrita Sarkar Rachel A. Ward 72 3 0 16 May 2022
Improving Computational Complexity in Statistical Models with Second-Order Information Zhaolin Ren Jiacheng Zhuo Sujay Sanghavi Nhat Ho 46 1 0 09 Feb 2022
On the cost of Bayesian posterior mean strategy for log-concave models S. Gadat Fabien Panloup Clément Pellegrini 59 7 0 08 Oct 2020
An Analysis of Constant Step Size SGD in the Non-convex Regime: Asymptotic Normality and Bias Lu Yu Krishnakumar Balasubramanian S. Volgushev Murat A. Erdogdu 106 52 0 14 Jun 2020