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A phase transition for finding needles in nonlinear haystacks with LASSO artificial neural networks
Statistics and computing (Stat. Comput.), 2022
21 January 2022
Xiaoyu Ma
S. Sardy
N. Hengartner
Nikolai Bobenko
Yen Ting Lin
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Papers citing
"A phase transition for finding needles in nonlinear haystacks with LASSO artificial neural networks"
4 / 4 papers shown
Structured Output Regularization: a framework for few-shot transfer learning
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Validation-Free Sparse Learning: A Phase Transition Approach to Feature Selection
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Maxime van Cutsem
Xiaoyu Ma
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26 Nov 2024
Statistical Guarantees for Approximate Stationary Points of Shallow Neural Networks
Mahsa Taheri
Fang Xie
Johannes Lederer
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09 May 2022
The mathematics of adversarial attacks in AI -- Why deep learning is unstable despite the existence of stable neural networks
Alexander Bastounis
A. Hansen
Verner Vlacic
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27
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13 Sep 2021
1
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