Deep Neural Networks Are Congestion Games: From Loss Landscape to Wardrop Equilibrium and Beyond

21 October 2020

Papers citing "Deep Neural Networks Are Congestion Games: From Loss Landscape to Wardrop Equilibrium and Beyond"

6 / 6 papers shown

Title
A Mean Field View of the Landscape of Two-Layers Neural Networks Song Mei Andrea Montanari Phan-Minh Nguyen MLT 109 863 0 18 Apr 2018
Identity Matters in Deep Learning Moritz Hardt Tengyu Ma OOD 99 399 0 14 Nov 2016
Topology and Geometry of Half-Rectified Network Optimization C. Freeman Joan Bruna 235 235 0 04 Nov 2016
Escaping From Saddle Points --- Online Stochastic Gradient for Tensor Decomposition Rong Ge Furong Huang Chi Jin Yang Yuan 146 1,059 0 06 Mar 2015
Qualitatively characterizing neural network optimization problems Ian Goodfellow Oriol Vinyals Andrew M. Saxe ODL 118 524 0 19 Dec 2014
Learning to Cooperate via Policy Search L. Peshkin Kee-Eung Kim Nicolas Meuleau L. Kaelbling OffRL 89 306 0 07 Aug 2014