The Landscape of Non-convex Empirical Risk with Degenerate Population Risk

Shuang Li, Gongguo Tang, Michael B. Wakin

Oct-2-2025, 21:24:08 GMT–Neural Information Processing Systems

Hessian of the population risk can have zero eigenvalues.

artificial intelligence, machine learning, population risk, (17 more...)

Neural Information Processing Systems

Oct-2-2025, 21:24:08 GMT

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Country:
- North America > United States > Colorado (0.28)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning (1.00)
  - Representation & Reasoning > Optimization (0.46)

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The Landscape of Non-convex Empirical Risk with Degenerate Population Risk

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