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test set bound

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Co-occurring keywords · papers mentioning both

prediction theory (1) classification evaluation (1) small data regime (1) pac-bayes bound (1) learning algorithm (1) generalization bound (1) prior distribution (1) generalization error (1) posterior distribution (1)

Papers

How Tight Can PAC-Bayes be in the Small Data Regime? NeurIPS 2021 Tutorial on Practical Prediction Theory for Classification JMLR 2005