Analytic Characterization of the Hessian in Shallow ReLU Models: A Tale of Symmetry

4 August 2020

Papers citing "Analytic Characterization of the Hessian in Shallow ReLU Models: A Tale of Symmetry"

9 / 9 papers shown

Title
Symmetry & Critical Points for Symmetric Tensor Decomposition Problems Yossi Arjevani Gal Vinograd 26 5 0 13 Jun 2023
Annihilation of Spurious Minima in Two-Layer ReLU Networks Yossi Arjevani M. Field 16 8 0 12 Oct 2022
A Classification of $G$ -invariant Shallow Neural Networks Devanshu Agrawal James Ostrowski 19 7 0 18 May 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 56 23 0 18 May 2022
Analytic Study of Families of Spurious Minima in Two-Layer ReLU Neural Networks: A Tale of Symmetry II Yossi Arjevani M. Field 28 18 0 21 Jul 2021
Equivariant bifurcation, quadratic equivariants, and symmetry breaking for the standard representation of $S_n$ Yossi Arjevani M. Field 27 8 0 06 Jul 2021
Symmetry Breaking in Symmetric Tensor Decomposition Yossi Arjevani Joan Bruna M. Field Joe Kileel Matthew Trager Francis Williams 24 8 0 10 Mar 2021
Symmetry & critical points for a model shallow neural network Yossi Arjevani M. Field 28 13 0 23 Mar 2020
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 284 2,889 0 15 Sep 2016