UAI22
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Local calibration: metrics and recalibration

A calibration method that takes sample similarity into account, automatically providing group calibration even when groups are unknown.

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Classifier Calibration
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Variational- and Metric-based Deep Latent Space for Out-of-Distribution Detection

A new method for detection of out-of-distribution samples in classification with neural networks which does not require OOD training data.

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Robustness in ML