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Gaussian Single Index Models
Gaussian Single Index Models
PulseAugur coverage of Gaussian Single Index Models — every cluster mentioning Gaussian Single Index Models across labs, papers, and developer communities, ranked by signal.
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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…
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New algorithm offers robust learning for nonlinear AI models
Researchers have developed a novel algorithm for robustly learning Gaussian Single Index Models (SIMs) even when faced with heavy-tailed noise and adversarial corruption. This new method provides the first robust recove…