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Neural Rank Collapse: Weight Decay and Small Within-Class Variability
  Yield Low-Rank Bias

Neural Rank Collapse: Weight Decay and Small Within-Class Variability Yield Low-Rank Bias

6 February 2024
Emanuele Zangrando
Piero Deidda
Simone Brugiapaglia
Nicola Guglielmi
Francesco Tudisco
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Papers citing "Neural Rank Collapse: Weight Decay and Small Within-Class Variability Yield Low-Rank Bias"

3 / 3 papers shown
Title
Linguistic Collapse: Neural Collapse in (Large) Language Models
Linguistic Collapse: Neural Collapse in (Large) Language Models
Robert Wu
Vardan Papyan
53
13
0
28 May 2024
Low-rank lottery tickets: finding efficient low-rank neural networks via
  matrix differential equations
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations
Steffen Schotthöfer
Emanuele Zangrando
J. Kusch
Gianluca Ceruti
Francesco Tudisco
53
36
0
26 May 2022
Initialization and Regularization of Factorized Neural Layers
Initialization and Regularization of Factorized Neural Layers
M. Khodak
Neil A. Tenenholtz
Lester W. Mackey
Nicolò Fusi
65
56
0
03 May 2021
1