Simplicity Bias of Two-Layer Networks beyond Linearly Separable Data

27 May 2024

Papers citing "Simplicity Bias of Two-Layer Networks beyond Linearly Separable Data"

3 / 3 papers shown

Title
On the Effective Number of Linear Regions in Shallow Univariate ReLU Networks: Convergence Guarantees and Implicit Bias Itay Safran Gal Vardi Jason D. Lee MLT 41 23 0 18 May 2022
On Margin Maximization in Linear and ReLU Networks Gal Vardi Ohad Shamir Nathan Srebro 37 27 0 06 Oct 2021
Towards Understanding Learning in Neural Networks with Linear Teachers Roei Sarussi Alon Brutzkus Amir Globerson FedML MLT 47 20 0 07 Jan 2021