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Devroye et al.'s conjecture that no Bayes-consistent rules are monotone
A learning rule is Bayes-consistent if its risk converges to the Bayes risk, and it is monotone if its population loss does not increase as the number of training examples grows. D…
Conjectureopenlearning-theory monotone-learning statistical-learningarXiv posted 2 days ago

Devroye et al.'s conjecture that no Bayes-consistent rules are monotone