Learning a Single Neuron with Adversarial Label Noise via Gradient Descent

17 June 2022

Papers citing "Learning a Single Neuron with Adversarial Label Noise via Gradient Descent"

6 / 6 papers shown

Title
Provable Robustness of Adversarial Training for Learning Halfspaces with Noise Difan Zou Spencer Frei Quanquan Gu 52 13 0 19 Apr 2021
Improved Algorithms for Efficient Active Learning Halfspaces with Massart and Tsybakov noise Chicheng Zhang Yinan Li 49 24 0 10 Feb 2021
Non-Convex SGD Learns Halfspaces with Adversarial Label Noise Ilias Diakonikolas Vasilis Kontonis Christos Tzamos Nikos Zarifis 61 28 0 11 Jun 2020
Learning Halfspaces with Tsybakov Noise Ilias Diakonikolas Vasilis Kontonis Christos Tzamos Nikos Zarifis 61 23 0 11 Jun 2020
Learning Halfspaces with Massart Noise Under Structured Distributions Ilias Diakonikolas Vasilis Kontonis Christos Tzamos Nikos Zarifis 57 61 0 13 Feb 2020
Learning a Single Neuron with Gradient Methods Gilad Yehudai Ohad Shamir MLT 61 64 0 15 Jan 2020