A theory on the absence of spurious solutions for nonconvex and nonsmooth optimization

Cedric Josz, Yi Ouyang, Richard Zhang, Javad Lavaei, Somayeh Sojoudi

Oct-8-2024, 00:52:36 GMT–Neural Information Processing Systems

We study the set of continuous functions that admit no spurious local optima (i.e.

artificial intelligence, machine learning, optimization problem, (18 more...)

Neural Information Processing Systems

Oct-8-2024, 00:52:36 GMT

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Country:
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Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning > Statistical Learning (0.47)
  - Representation & Reasoning > Optimization (0.67)