Generalization Bounds for Neural Networks via Approximate Description Length

Amit Daniely, Elad Granot

Jan-25-2025, 08:00:22 GMT–Neural Information Processing Systems

We investigate the sample complexity of networks with bounds on the magnitude of its weights.

approximate description length, artificial intelligence, machine learning, (14 more...)

Neural Information Processing Systems

Jan-25-2025, 08:00:22 GMT

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Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.83)