Agnostic Learning of General ReLU Activation Using Gradient Descent

4 August 2022

Papers citing "Agnostic Learning of General ReLU Activation Using Gradient Descent"

10 / 10 papers shown

Title
Learning a Single Neuron with Adversarial Label Noise via Gradient Descent Ilias Diakonikolas Vasilis Kontonis Christos Tzamos Nikos Zarifis MLT 28 21 0 17 Jun 2022
Learning a Single Neuron with Bias Using Gradient Descent Gal Vardi Gilad Yehudai Ohad Shamir MLT 64 17 0 02 Jun 2021
Algorithms and SQ Lower Bounds for PAC Learning One-Hidden-Layer ReLU Networks Ilias Diakonikolas D. Kane Vasilis Kontonis Nikos Zarifis 69 66 0 22 Jun 2020
On the Global Convergence of Training Deep Linear ResNets Difan Zou Philip M. Long Quanquan Gu 50 39 0 02 Mar 2020
Learning Distributions Generated by One-Layer ReLU Networks Shanshan Wu A. Dimakis Sujay Sanghavi 63 22 0 04 Sep 2019
Gradient Descent Provably Optimizes Over-parameterized Neural Networks S. Du Xiyu Zhai Barnabás Póczós Aarti Singh MLT ODL 245 1,276 0 04 Oct 2018
Learning One-hidden-layer Neural Networks with Landscape Design Rong Ge Jason D. Lee Tengyu Ma MLT 208 262 0 01 Nov 2017
Recovery Guarantees for One-hidden-layer Neural Networks Kai Zhong Zhao Song Prateek Jain Peter L. Bartlett Inderjit S. Dhillon MLT 181 337 0 10 Jun 2017
Escaping From Saddle Points --- Online Stochastic Gradient for Tensor Decomposition Rong Ge Furong Huang Chi Jin Yang Yuan 143 1,059 0 06 Mar 2015
Efficient Learning of Generalized Linear and Single Index Models with Isotonic Regression Sham Kakade Adam Tauman Kalai Varun Kanade Ohad Shamir 198 180 0 11 Apr 2011