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loss surface

31 papers

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Co-occurring keywords · papers mentioning both

local minimum (7) neural network (7) neural network optimization (5) stochastic gradient descent (5) critical point (3) saddle point (3) deep neural network (3) loss landscape (3) spin-glass model (2) relu network (2)

Papers

Understanding the Loss Surface of Neural Networks for Binary Classification ICML 2018 Geometry of Neural Network Loss Surfaces via Random Matrix Theory ICML 2017 On the Flatness of Loss Surface for Two-layered ReLU Networks ACML 2017 The Loss Surface of Deep and Wide Neural Networks ICML 2017 Open Problem: The landscape of the loss surfaces of multilayer networks COLT 2015 The Loss Surfaces of Multilayer Networks AISTATS 2015