Agnostic Learning of General ReLU Activation Using Gradient Descent

4 August 2022

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

6 / 6 papers shown

Title
Learning a Single Neuron Robustly to Distributional Shifts and Adversarial Label Noise Shuyao Li Sushrut Karmalkar Ilias Diakonikolas Jelena Diakonikolas OOD 49 0 0 11 Nov 2024
Sample and Computationally Efficient Robust Learning of Gaussian Single-Index Models Puqian Wang Nikos Zarifis Ilias Diakonikolas Jelena Diakonikolas 37 1 0 08 Nov 2024
Simplicity Bias of Two-Layer Networks beyond Linearly Separable Data Nikita Tsoy Nikola Konstantinov 37 4 0 27 May 2024
Gradient-Based Feature Learning under Structured Data Alireza Mousavi-Hosseini Denny Wu Taiji Suzuki Murat A. Erdogdu MLT 37 18 0 07 Sep 2023
Robustly Learning a Single Neuron via Sharpness Puqian Wang Nikos Zarifis Ilias Diakonikolas Jelena Diakonikolas 14 9 0 13 Jun 2023
Near-Optimal Cryptographic Hardness of Agnostically Learning Halfspaces and ReLU Regression under Gaussian Marginals Ilias Diakonikolas D. Kane Lisheng Ren 17 26 0 13 Feb 2023