Pill

Local calibration: metrics and recalibration

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

Miguel de Benito Delgado
Classifier Calibration
Pill

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.

Miguel de Benito Delgado
Robustness in ML