Smoothing the Landscape Boosts the Signal for SGD Optimal Sample Complexity for Learning Single Index Models

Dec-27-2025, 16:54:36 GMT–Neural Information Processing Systems

The outline of our paper is as follows.

artificial intelligence, gradient descent, machine learning, (13 more...)

Neural Information Processing Systems

Dec-27-2025, 16:54:36 GMT

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Country:
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  - Tunisia > Ben Arous Governorate > Ben Arous (0.05)
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  - Île-de-France > Paris > Paris (0.04)
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Technology:
- Information Technology > Artificial Intelligence > Machine Learning
  - Neural Networks (0.68)
  - Statistical Learning (0.95)

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Smoothing the Landscape Boosts the Signal for SGD Optimal Sample Complexity for Learning Single Index Models

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