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2405.18274
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Signal-Plus-Noise Decomposition of Nonlinear Spiked Random Matrix Models
28 May 2024
Behrad Moniri
Hamed Hassani
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Papers citing
"Signal-Plus-Noise Decomposition of Nonlinear Spiked Random Matrix Models"
3 / 3 papers shown
Title
Nonlinear spiked covariance matrices and signal propagation in deep neural networks
Zhichao Wang
Denny Wu
Zhou Fan
32
7
0
15 Feb 2024
Asymptotics of feature learning in two-layer networks after one gradient-step
Hugo Cui
Luca Pesce
Yatin Dandi
Florent Krzakala
Yue M. Lu
Lenka Zdeborová
Bruno Loureiro
MLT
44
16
0
07 Feb 2024
The Benefits of Reusing Batches for Gradient Descent in Two-Layer Networks: Breaking the Curse of Information and Leap Exponents
Yatin Dandi
Emanuele Troiani
Luca Arnaboldi
Luca Pesce
Lenka Zdeborová
Florent Krzakala
MLT
59
24
0
05 Feb 2024
1