TAP free energy, spin glasses, and variational inference

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TAP free energy, spin glasses, and variational inference

23 August 2018

Andrea Montanari

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Papers citing "TAP free energy, spin glasses, and variational inference"

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Title
Sampling from the Random Linear Model via Stochastic Localization Up to the AMP Threshold Han Cui Zhiyuan Yu Jingbo Liu 71 1 0 15 Jul 2024
On Naive Mean-Field Approximation for high-dimensional canonical GLMs Soumendu Sundar Mukherjee Jiaze Qiu Subhabrata Sen 58 1 0 21 Jun 2024
U-Nets as Belief Propagation: Efficient Classification, Denoising, and Diffusion in Generative Hierarchical Models Song Mei 3DV AI4CE DiffM 73 13 0 29 Apr 2024
A Mean Field Approach to Empirical Bayes Estimation in High-dimensional Linear Regression Soumendu Sundar Mukherjee Bodhisattva Sen Subhabrata Sen 82 5 0 28 Sep 2023
Deep Networks as Denoising Algorithms: Sample-Efficient Learning of Diffusion Models in High-Dimensional Graphical Models Song Mei Yuchen Wu DiffM 84 28 0 20 Sep 2023
$Approximate message passing from random initialization with applications to $\mathbb{Z}_{2}$ synchronization$ Approximate message passing from random initialization with applications to $\mathbb{Z}_{2}$ synchronization Gen Li Wei Fan Yuting Wei 91 12 0 07 Feb 2023
Sudakov-Fernique post-AMP, and a new proof of the local convexity of the TAP free energy Michael Celentano 89 21 0 19 Aug 2022
The TAP free energy for high-dimensional linear regression Jia Qiu Subhabrata Sen 64 8 0 14 Mar 2022
Local convexity of the TAP free energy and AMP convergence for Z2-synchronization Michael Celentano Z. Fan Song Mei FedML 79 23 0 21 Jun 2021
Variational Inference in high-dimensional linear regression Soumendu Sundar Mukherjee S. Sen BDL 43 24 0 25 Apr 2021
Empirical Bayes PCA in high dimensions Xinyi Zhong Chang Su Z. Fan 86 19 0 21 Dec 2020
Variational Bayes under Model Misspecification Yixin Wang David M. Blei 57 45 0 26 May 2019