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small data regime

3 papers

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Co-occurring keywords · papers mentioning both

test set bound (1) overparameterized neural network (1) generalization performance (1) spectral method (1) pac-bayes bound (1) prior distribution (1) minimum description length (1) generalization error (1) posterior distribution (1) sample complexity (1)

Papers

How Tight Can PAC-Bayes be in the Small Data Regime? NeurIPS 2021 Meta-learning for Mixed Linear Regression ICML 2020 Small Data, Big Decisions: Model Selection in the Small-Data Regime ICML 2020