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RESEARCH · CL_93630 · Jun 13 · 09:34

Neural Networks Achieve Optimal Tradeoff in Learning Gaussian Single-Index Models

Researchers have developed a novel gradient-based algorithm for training two-layer neural networks that can achieve optimal computational-statistical tradeoffs in learning Gaussian single-index models. This new method m…

Neural Networks Achieve Optimal Tradeoff in Learning Gaussian Single-Index Models