conftrace_

relu network

143 papers

Explore in graph

Also known as

RELU

Co-occurring keywords

neural network (6616) gradient descent (1144) neural network optimization (1293) gradient flow (142) neural network verification (106) function approximation (319) adversarial robustness (1341) deep neural network (1803) implicit bia (107) generalization bound (652)

Papers

A Convex Relaxation Barrier to Tight Robustness Verification of Neural Networks NIPS 2019
Generalization Bounds of Stochastic Gradient Descent for Wide and Deep Neural Networks NIPS 2019
Learning Distributions Generated by One-Layer ReLU Networks NIPS 2019
Learning One-hidden-layer ReLU Networks via Gradient Descent AISTATS 2019
Deep ReLU Networks Have Surprisingly Few Activation Patterns NIPS 2019
Towards Fast Computation of Certified Robustness for ReLU Networks ICML 2018
How to Start Training: The Effect of Initialization and Architecture NIPS 2018
Size-Noise Tradeoffs in Generative Networks NIPS 2018
The Multilinear Structure of ReLU Networks ICML 2018
Optimal approximation of continuous functions by very deep ReLU networks COLT 2018
Semidefinite relaxations for certifying robustness to adversarial examples NIPS 2018
Eigenvalue Decay Implies Polynomial-Time Learnability for Neural Networks NIPS 2017
Neural Networks and Rational Functions ICML 2017
An Analytical Formula of Population Gradient for two-layered ReLU network and its Applications in Convergence and Critical Point Analysis ICML 2017
On the Flatness of Loss Surface for Two-layered ReLU Networks ACML 2017
The Expressive Power of Neural Networks: A View from the Width NIPS 2017
On the Quality of the Initial Basin in Overspecified Neural Networks ICML 2016
Expressiveness of Rectifier Networks ICML 2016