Chaining Mutual Information and Tightening Generalization Bounds

Amir Asadi, Emmanuel Abbe, Sergio Verdu

Nov-20-2025, 18:13:54 GMT–Neural Information Processing Systems

Two important difficulties are (i) exploiting the dependencies between the hypotheses, (ii) exploiting the dependence between the algorithm's input and output.

algorithm, artificial intelligence, machine learning, (16 more...)

Neural Information Processing Systems

Nov-20-2025, 18:13:54 GMT

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