Information-theoretic analysis of generalization capability of learning algorithms
Aolin Xu, Maxim Raginsky
Paper
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Advances in Neural Information Processing Systems 30, 2017
Notes
Their mutual-information generalization bounds are flagged in riva2026task as complementary information-theoretic guarantees alongside the IB-style results we draw on directly.
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