Deep Learning with Kernels through RKHM and the Perron-Frobenius Operator

Oct-9-2025, 02:54:20 GMT–Neural Information Processing Systems

We derive a new Rademacher generalization bound in this setting and provide a theoretical interpretation of benign overfitting by means of Perron-Frobenius operators.

artificial intelligence, machine learning, operator, (17 more...)

Neural Information Processing Systems

Oct-9-2025, 02:54:20 GMT

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Country:
- Asia > Japan
  - Honshū > Kantō > Tokyo Metropolis Prefecture > Tokyo (0.14)
- Europe
  - France > Provence-Alpes-Côte d'Azur
    - Bouches-du-Rhône > Marseille (0.04)
  - United Kingdom > England
    - Cambridgeshire > Cambridge (0.04)

Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.82)