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Identifying good directions to escape the NTK regime and efficiently learn low-degree plus sparse polynomials
8 June 2022
Eshaan Nichani
Yunzhi Bai
Jason D. Lee
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Papers citing
"Identifying good directions to escape the NTK regime and efficiently learn low-degree plus sparse polynomials"
3 / 3 papers shown
Title
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
Learning Single-Index Models with Shallow Neural Networks
A. Bietti
Joan Bruna
Clayton Sanford
M. Song
225
71
0
27 Oct 2022
Transformers Learn Shortcuts to Automata
Bingbin Liu
Jordan T. Ash
Surbhi Goel
A. Krishnamurthy
Cyril Zhang
OffRL
LRM
159
178
0
19 Oct 2022
1