On Margin Maximization in Linear and ReLU Networks

On Margin Maximization in Linear and ReLU Networks

6 October 2021

Gal Vardi

Papers citing "On Margin Maximization in Linear and ReLU Networks"

6 / 6 papers shown

Title
The late-stage training dynamics of (stochastic) subgradient descent on homogeneous neural networks Sholom Schechtman Nicolas Schreuder 50 0 0 08 Feb 2025
The Implicit Bias of Batch Normalization in Linear Models and Two-layer Linear Convolutional Neural Networks Yuan Cao Difan Zou Yuan-Fang Li Quanquan Gu MLT 22 5 0 20 Jun 2023
On the Implicit Bias in Deep-Learning Algorithms Gal Vardi FedML AI4CE 22 72 0 26 Aug 2022
Reconstructing Training Data from Trained Neural Networks Niv Haim Gal Vardi Gilad Yehudai Ohad Shamir Michal Irani 16 130 0 15 Jun 2022
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
Towards Understanding Learning in Neural Networks with Linear Teachers Roei Sarussi Alon Brutzkus Amir Globerson FedML MLT 44 20 0 07 Jan 2021