Provably Strict Generalisation Benefit for Invariance in Kernel Methods

Aug-15-2025, 23:08:26 GMT–Neural Information Processing Systems

It is a commonly held belief that enforcing invariance improves generalisation.

artificial intelligence, invariance, machine learning, (12 more...)

Neural Information Processing Systems

Aug-15-2025, 23:08:26 GMT

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Country:
- Europe > United Kingdom > England > Oxfordshire > Oxford (0.04)

Genre:
- Research Report (0.46)

Technology:
- Information Technology > Artificial Intelligence > Machine Learning
  - Kernel Methods (0.41)
  - Statistical Learning (0.46)

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Provably Strict Generalisation Benefit for Invariance in Kernel Methods

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