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Symmetry & critical points for a model shallow neural network
v1v2v3v4v5 (latest)

Symmetry & critical points for a model shallow neural network

23 March 2020
Yossi Arjevani
M. Field
ArXiv (abs)PDFHTML

Papers citing "Symmetry & critical points for a model shallow neural network"

12 / 12 papers shown
Nonlinear Dynamics In Optimization Landscape of Shallow Neural Networks with Tunable Leaky ReLU
Nonlinear Dynamics In Optimization Landscape of Shallow Neural Networks with Tunable Leaky ReLU
Jingzhou Liu
100
0
0
29 Oct 2025
Symmetry & Critical Points
Symmetry & Critical Points
Yossi Arjevani
245
3
0
26 Aug 2024
Hidden Minima in Two-Layer ReLU Networks
Hidden Minima in Two-Layer ReLU Networks
Yossi Arjevani
400
3
0
28 Dec 2023
Symmetry & Critical Points for Symmetric Tensor Decomposition Problems
Symmetry & Critical Points for Symmetric Tensor Decomposition Problems
Yossi Arjevani
Gal Vinograd
389
5
0
13 Jun 2023
Annihilation of Spurious Minima in Two-Layer ReLU Networks
Annihilation of Spurious Minima in Two-Layer ReLU NetworksNeural Information Processing Systems (NeurIPS), 2022
Yossi Arjevani
M. Field
301
11
0
12 Oct 2022
Dynamic Neural Diversification: Path to Computationally Sustainable
  Neural Networks
Dynamic Neural Diversification: Path to Computationally Sustainable Neural Networks
Alexander Kovalenko
Pavel Kordík
Magda Friedjungová
166
1
0
20 Sep 2021
Analytic Study of Families of Spurious Minima in Two-Layer ReLU Neural
  Networks: A Tale of Symmetry II
Analytic Study of Families of Spurious Minima in Two-Layer ReLU Neural Networks: A Tale of Symmetry IINeural Information Processing Systems (NeurIPS), 2021
Yossi Arjevani
M. Field
389
21
0
21 Jul 2021
Equivariant bifurcation, quadratic equivariants, and symmetry breaking
  for the standard representation of $S_n$
Equivariant bifurcation, quadratic equivariants, and symmetry breaking for the standard representation of SnS_nSn​
Yossi Arjevani
M. Field
276
8
0
06 Jul 2021
Symmetry Breaking in Symmetric Tensor Decomposition
Symmetry Breaking in Symmetric Tensor Decomposition
Yossi Arjevani
Joan Bruna
M. Field
Joe Kileel
Matthew Trager
Francis Williams
272
10
0
10 Mar 2021
Analytic Characterization of the Hessian in Shallow ReLU Models: A Tale
  of Symmetry
Analytic Characterization of the Hessian in Shallow ReLU Models: A Tale of Symmetry
Yossi Arjevani
M. Field
225
20
0
04 Aug 2020
The Effects of Mild Over-parameterization on the Optimization Landscape
  of Shallow ReLU Neural Networks
The Effects of Mild Over-parameterization on the Optimization Landscape of Shallow ReLU Neural NetworksAnnual Conference Computational Learning Theory (COLT), 2020
Itay Safran
Gilad Yehudai
Ohad Shamir
420
42
0
01 Jun 2020
On the Principle of Least Symmetry Breaking in Shallow ReLU Models
On the Principle of Least Symmetry Breaking in Shallow ReLU Models
Yossi Arjevani
M. Field
303
10
0
26 Dec 2019
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