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Laura Iacovissi

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#machine learning Preprint Aug 2026

Comparing Corrupted Constrained Learning Problems

A generalized data processing inequality is formulated, requiring the constrained Bayes risk of a joint distribution to lower bound the constrained Bayes risk on the stochastically modified distribution, regardless of the choice of distribution, to be equivalent to a set containment condition on a specific function set...

Laura Iacovissi, Rabanus Derr, Robert C. Williamson · 0 citations