Replica Symmetry Breaking in Bipartite Spin Glasses and Neural Networks

17 March 2018

Papers citing "Replica Symmetry Breaking in Bipartite Spin Glasses and Neural Networks"

9 / 9 papers shown

Title
Dataset-Free Weight-Initialization on Restricted Boltzmann Machine Muneki Yasuda Ryosuke Maeno Chako Takahashi 96 0 0 17 Jan 2025
Thermodynamics of Restricted Boltzmann Machines and related learning dynamics A. Decelle G. Fissore Cyril Furtlehner AI4CE 57 42 0 05 Mar 2018
Riemann-Theta Boltzmann Machine Daniel Krefl Stefano Carrazza Babak Haghighat Jens Kahlen 18 9 0 20 Dec 2017
A Correspondence Between Random Neural Networks and Statistical Field Theory S. Schoenholz Jeffrey Pennington Jascha Narain Sohl-Dickstein 38 20 0 18 Oct 2017
Phase Diagram of Restricted Boltzmann Machines and Generalised Hopfield Networks with Arbitrary Priors Adriano Barra G. Genovese Peter Sollich Daniele Tantari 43 69 0 20 Feb 2017
Phase transitions in Restricted Boltzmann Machines with generic priors Adriano Barra G. Genovese Peter Sollich Daniele Tantari 23 60 0 09 Dec 2016
Statistical mechanics of unsupervised feature learning in a restricted Boltzmann machine with binary synapses Haiping Huang SSL AI4CE 28 29 0 06 Dec 2016
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 225 1,191 0 30 Nov 2014
Identifying and attacking the saddle point problem in high-dimensional non-convex optimization Yann N. Dauphin Razvan Pascanu Çağlar Gülçehre Kyunghyun Cho Surya Ganguli Yoshua Bengio ODL 101 1,380 0 10 Jun 2014