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A convergence result of a continuous model of deep learning via
  Łojasiewicz--Simon inequality

A convergence result of a continuous model of deep learning via Łojasiewicz--Simon inequality

26 November 2023
Noboru Isobe
ArXivPDFHTML

Papers citing "A convergence result of a continuous model of deep learning via Łojasiewicz--Simon inequality"

2 / 2 papers shown
Title
Understanding the training of infinitely deep and wide ResNets with
  Conditional Optimal Transport
Understanding the training of infinitely deep and wide ResNets with Conditional Optimal Transport
Raphael Barboni
Gabriel Peyré
Franccois-Xavier Vialard
37
3
0
19 Mar 2024
On the Global Convergence of Gradient Descent for multi-layer ResNets in
  the mean-field regime
On the Global Convergence of Gradient Descent for multi-layer ResNets in the mean-field regime
Zhiyan Ding
Shi Chen
Qin Li
S. Wright
MLT
AI4CE
41
11
0
06 Oct 2021
1