Separable Negative Log Likelihood Losses

method ID: separablenegativeloglikelihoodlosses

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On the inconsistency of separable losses for structured prediction

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractIn this paper, we prove that separable negative log-likelihood losses for structured prediction are not necessarily Bayes consistent, that is minimizing these losses may not result in a model that …...

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