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The Role of Linear Layers in Nonlinear Interpolating Networks

The Role of Linear Layers in Nonlinear Interpolating Networks

2 February 2022
Greg Ongie
Rebecca Willett
ArXivPDFHTML

Papers citing "The Role of Linear Layers in Nonlinear Interpolating Networks"

4 / 4 papers shown
Title
How DNNs break the Curse of Dimensionality: Compositionality and Symmetry Learning
How DNNs break the Curse of Dimensionality: Compositionality and Symmetry Learning
Arthur Jacot
Seok Hoan Choi
Yuxiao Wen
AI4CE
91
2
0
08 Jul 2024
Bottleneck Structure in Learned Features: Low-Dimension vs Regularity
  Tradeoff
Bottleneck Structure in Learned Features: Low-Dimension vs Regularity Tradeoff
Arthur Jacot
MLT
26
13
0
30 May 2023
Implicit Bias of Large Depth Networks: a Notion of Rank for Nonlinear
  Functions
Implicit Bias of Large Depth Networks: a Notion of Rank for Nonlinear Functions
Arthur Jacot
36
25
0
29 Sep 2022
Norm-Based Capacity Control in Neural Networks
Norm-Based Capacity Control in Neural Networks
Behnam Neyshabur
Ryota Tomioka
Nathan Srebro
119
577
0
27 Feb 2015
1