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06/12/2023
On the Expected Size of Conformal Prediction Sets
While conformal predictors reap the benefits of rigorous statistical gua...
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08/03/2021
Uniform Sampling over Episode Difficulty
Episodic training is a core ingredient of few-shot learning to train mod...
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09/30/2020
Erratum Concerning the Obfuscated Gradients Attack on Stochastic Activation Pruning
Stochastic Activation Pruning (SAP) (Dhillon et al., 2018) is a defense ...
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09/06/2019
A Baseline for Few-Shot Image Classification
Fine-tuning a deep network trained with the standard cross-entropy loss ...
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03/05/2018