Surya Ganguli

Surya Ganguli

Stanford University - Stanford / United States
Medical and Health Sciences / Neuroscience
AD Scientific Index ID: 1650511
person_outline Surya Ganguli's MOST POPULAR ARTICLES
1-) Deep unsupervised learning using nonequilibrium thermodynamicsJ Sohl-Dickstein, E Weiss, N Maheswaranathan, S GanguliInternational conference on machine learning, 2256-2265, 201521642015
2-) Continual learning through synaptic intelligenceF Zenke, B Poole, S GanguliInternational conference on machine learning, 3987-3995, 201720852017
3-) Exact solutions to the nonlinear dynamics of learning in deep linear neural networksAM Saxe, JL McClelland, S GanguliarXiv preprint arXiv:1312.6120, 201318162013
4-) Identifying and attacking the saddle point problem in high-dimensional non-convex optimizationYN Dauphin, R Pascanu, C Gulcehre, K Cho, S Ganguli, Y BengioAdvances in neural information processing systems 27, 201418412014
5-) Deep knowledge tracingC Piech, J Bassen, J Huang, S Ganguli, M Sahami, LJ Guibas, ...Advances in neural information processing systems 28, 201515782015