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On the Impact of Stable Ranks in Deep Nets

On the Impact of Stable Ranks in Deep Nets

5 October 2021
B. Georgiev
L. Franken
Mayukh Mukherjee
Georgios Arvanitidis
ArXivPDFHTML

Papers citing "On the Impact of Stable Ranks in Deep Nets"

2 / 2 papers shown
Title
Gradient Descent Robustly Learns the Intrinsic Dimension of Data in Training Convolutional Neural Networks
Gradient Descent Robustly Learns the Intrinsic Dimension of Data in Training Convolutional Neural Networks
Chenyang Zhang
Peifeng Gao
Difan Zou
Yuan Cao
OOD
MLT
59
0
0
11 Apr 2025
Communication-Efficient Federated Low-Rank Update Algorithm and its
  Connection to Implicit Regularization
Communication-Efficient Federated Low-Rank Update Algorithm and its Connection to Implicit Regularization
Haemin Park
Diego Klabjan
FedML
36
0
0
19 Sep 2024
1