Deep Learning the Ising Model Near Criticality

15 August 2017

Papers citing "Deep Learning the Ising Model Near Criticality"

10 / 10 papers shown

Title
Mutual Information, Neural Networks and the Renormalization Group M. Koch-Janusz Zohar Ringel DRL AI4CE 76 176 0 20 Apr 2017
Unsupervised learning of phase transitions: from principal component analysis to variational autoencoders S. J. Wetzel SSL DRL 38 318 0 07 Mar 2017
Equivalence of restricted Boltzmann machines and tensor network states Martín Arjovsky Song Cheng Haidong Xie Léon Bottou Tao Xiang 62 225 0 17 Jan 2017
Deep Restricted Boltzmann Networks Hengyuan Hu Lisheng Gao Quanbin Ma BDL AI4CE 28 15 0 15 Nov 2016
Accelerate Monte Carlo Simulations with Restricted Boltzmann Machines Li Huang Lei Wang AI4CE 45 199 0 10 Oct 2016
On the Expressive Power of Deep Neural Networks M. Raghu Ben Poole Jon M. Kleinberg Surya Ganguli Jascha Narain Sohl-Dickstein 61 788 0 16 Jun 2016
Learning Thermodynamics with Boltzmann Machines G. Torlai R. Melko AI4CE 29 199 0 08 Jun 2016
Deep Learning and the Information Bottleneck Principle Naftali Tishby Noga Zaslavsky DRL 187 1,582 0 09 Mar 2015
An exact mapping between the Variational Renormalization Group and Deep Learning Pankaj Mehta D. Schwab AI4CE 74 309 0 14 Oct 2014
Discrete Restricted Boltzmann Machines Guido Montúfar Jason Morton 62 31 0 15 Jan 2013