Selective prediction abstains unless all Lipschitz-consistent heads in the version space agree on a certified label for each pool point.
Journal of Machine Learning Research11, 1605–1641 (2010)
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Selective Prediction from Agreement: A Lipschitz-Consistent Version Space Approach
Selective prediction abstains unless all Lipschitz-consistent heads in the version space agree on a certified label for each pool point.