Sudakov-Fernique post-AMP, and a new proof of the local convexity of the TAP free energy

19 August 2022

Papers citing "Sudakov-Fernique post-AMP, and a new proof of the local convexity of the TAP free energy"

7 / 7 papers shown

Title
Posterior Sampling with Denoising Oracles via Tilted Transport Joan Bruna Jiequn Han DiffM MedIm 27 4 0 30 Jun 2024
U-Nets as Belief Propagation: Efficient Classification, Denoising, and Diffusion in Generative Hierarchical Models Song Mei 3DV AI4CE DiffM 36 11 0 29 Apr 2024
A Unified Approach to Learning Ising Models: Beyond Independence and Bounded Width Jason Gaitonde Elchanan Mossel 14 8 0 15 Nov 2023
A Mean Field Approach to Empirical Bayes Estimation in High-dimensional Linear Regression S. Mukherjee Bodhisattva Sen Subhabrata Sen 32 4 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 26 26 0 20 Sep 2023
Learning Mixtures of Gaussians Using the DDPM Objective Kulin Shah Sitan Chen Adam R. Klivans DiffM 34 37 0 03 Jul 2023
Local convexity of the TAP free energy and AMP convergence for Z2-synchronization Michael Celentano Z. Fan Song Mei FedML 11 22 0 21 Jun 2021