Restricted Boltzmann Machine, recent advances and mean-field theory

23 November 2020

Papers citing "Restricted Boltzmann Machine, recent advances and mean-field theory"

24 / 24 papers shown

Title
Effective Method for Inverse Ising Problem under Missing Observations in Restricted Boltzmann Machines Kaiji Sekimoto Muneki Yasuda AI4CE 29 0 0 08 Apr 2025
Dataset-Free Weight-Initialization on Restricted Boltzmann Machine Muneki Yasuda Ryosuke Maeno Chako Takahashi 89 0 0 17 Jan 2025
Cascade of phase transitions in the training of Energy-based models Dimitrios Bachtis Giulio Biroli A. Decelle Beatriz Seoane 47 4 0 23 May 2024
'Place-cell' emergence and learning of invariant data with restricted Boltzmann machines: breaking and dynamical restoration of continuous symmetries in the weight space Moshir Harsh J. Tubiana Simona Cocco R. Monasson 17 14 0 30 Dec 2019
Robust Multi-Output Learning with Highly Incomplete Data via Restricted Boltzmann Machines G. Fissore A. Decelle Cyril Furtlehner Yufei Han OOD 11 8 0 19 Dec 2019
Gaussian-Spherical Restricted Boltzmann Machines A. Decelle Cyril Furtlehner 37 5 0 31 Oct 2019
Restricted Boltzmann Machine with Multivalued Hidden Variables: a model suppressing over-fitting Yuuki Yokoyama Tomu Katsumata Muneki Yasuda 61 9 0 30 Nov 2018
Restricted Boltzmann Machines: Introduction and Review Guido Montúfar AI4CE 35 51 0 19 Jun 2018
A high-bias, low-variance introduction to Machine Learning for physicists Pankaj Mehta Marin Bukov Ching-Hao Wang A. G. Day C. Richardson Charles K. Fisher D. Schwab AI4CE 65 870 0 23 Mar 2018
Replica Symmetry Breaking in Bipartite Spin Glasses and Neural Networks Gavin Hartnett Edward Parker Edward Geist 28 23 0 17 Mar 2018
Thermodynamics of Restricted Boltzmann Machines and related learning dynamics A. Decelle G. Fissore Cyril Furtlehner AI4CE 48 42 0 05 Mar 2018
Role of zero synapses in unsupervised feature learning Haiping Huang MLT SSL 8 8 0 23 Mar 2017
Phase Diagram of Restricted Boltzmann Machines and Generalised Hopfield Networks with Arbitrary Priors Adriano Barra G. Genovese Peter Sollich Daniele Tantari 33 69 0 20 Feb 2017
A Deterministic and Generalized Framework for Unsupervised Learning with Restricted Boltzmann Machines Eric W. Tramel Marylou Gabrié Andre Manoel F. Caltagirone Florent Krzakala AI4CE 33 32 0 10 Feb 2017
Statistical mechanics of unsupervised feature learning in a restricted Boltzmann machine with binary synapses Haiping Huang SSL AI4CE 23 29 0 06 Dec 2016
Emergence of Compositional Representations in Restricted Boltzmann Machines J. Tubiana R. Monasson AI4CE 20 91 0 21 Nov 2016
Unsupervised feature learning from finite data by message passing: discontinuous versus continuous phase transition Haiping Huang Taro Toyoizumi SSL 13 16 0 12 Aug 2016
Inferring Sparsity: Compressed Sensing using Generalized Restricted Boltzmann Machines Eric W. Tramel Andre Manoel F. Caltagirone Marylou Gabrié Florent Krzakala 59 21 0 13 Jun 2016
Mean-Field Inference in Gaussian Restricted Boltzmann Machine Chako Takahashi Muneki Yasuda 23 9 0 03 Dec 2015
Training Restricted Boltzmann Machines via the Thouless-Anderson-Palmer Free Energy Marylou Gabrié Eric W. Tramel Florent Krzakala AI4CE 51 39 0 09 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 610 76,547 0 18 May 2015
Advanced Mean Field Theory of Restricted Boltzmann Machine Haiping Huang Taro Toyoizumi 62 34 0 01 Feb 2015
Generative Adversarial Networks Ian Goodfellow Jean Pouget-Abadie M. Berk Mirza Bing Xu David Warde-Farley Sherjil Ozair Aaron Courville Yoshua Bengio GAN 99 2,191 0 10 Jun 2014
On the equivalence of Hopfield Networks and Boltzmann Machines Adriano Barra A. Bernacchia Enrica Santucci P. Contucci 77 115 0 13 May 2011