Local convexity of the TAP free energy and AMP convergence for Z2-synchronization

21 June 2021

Papers citing "Local convexity of the TAP free energy and AMP convergence for Z2-synchronization"

9 / 9 papers shown

Title
U-Nets as Belief Propagation: Efficient Classification, Denoising, and Diffusion in Generative Hierarchical Models Song Mei 3DV AI4CE DiffM 39 11 0 29 Apr 2024
$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 26 10 0 07 Feb 2023
Sudakov-Fernique post-AMP, and a new proof of the local convexity of the TAP free energy Michael Celentano 26 20 0 19 Aug 2022
The TAP free energy for high-dimensional linear regression Jia Qiu Subhabrata Sen 17 8 0 14 Mar 2022
Approximate Message Passing for orthogonally invariant ensembles: Multivariate non-linearities and spectral initialization Xinyi Zhong Tianhao Wang Zhou-Yang Fan 27 20 0 05 Oct 2021
The replica-symmetric free energy for Ising spin glasses with orthogonally invariant couplings Z. Fan Yihong Wu 27 15 0 06 May 2021
A spin-glass model for the loss surfaces of generative adversarial networks Nicholas P. Baskerville J. Keating F. Mezzadri J. Najnudel GAN 28 12 0 07 Jan 2021
The Lasso with general Gaussian designs with applications to hypothesis testing Michael Celentano Andrea Montanari Yuting Wei 42 63 0 27 Jul 2020
Asymptotic normality of maximum likelihood and its variational approximation for stochastic blockmodels Peter J. Bickel David S. Choi Xiangyu Chang Hai Zhang 60 220 0 04 Jul 2012