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Depth Separation with Multilayer Mean-Field Networks

Depth Separation with Multilayer Mean-Field Networks

3 April 2023
Y. Ren
Mo Zhou
Rong Ge
    OOD
ArXiv (abs)PDFHTML

Papers citing "Depth Separation with Multilayer Mean-Field Networks"

3 / 3 papers shown
Title
Depth Separations in Neural Networks: Separating the Dimension from the
  Accuracy
Depth Separations in Neural Networks: Separating the Dimension from the Accuracy
Itay Safran
Daniel Reichman
Paul Valiant
107
0
0
11 Feb 2024
Neural Hilbert Ladders: Multi-Layer Neural Networks in Function Space
Neural Hilbert Ladders: Multi-Layer Neural Networks in Function Space
Zhengdao Chen
86
1
0
03 Jul 2023
Provable Guarantees for Nonlinear Feature Learning in Three-Layer Neural Networks
Provable Guarantees for Nonlinear Feature Learning in Three-Layer Neural Networks
Eshaan Nichani
Alexandru Damian
Jason D. Lee
MLT
198
15
0
11 May 2023
1