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Projects in Awesome Lists by msesia

A curated list of projects in awesome lists by msesia .

https://github.com/msesia/arc

Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems

Last synced: 03 Aug 2024

https://github.com/msesia/chr

Conformal Histogram Regression: efficient conformity scores for non-parametric regression problems

conformal-prediction machine-learning quantile-regression regression uncertainty-quantification

Last synced: 03 Aug 2024

https://github.com/msesia/conformal-label-noise

This repository implements conformal prediction methods for classification tasks that can automatically adapt to random label contamination in the calibration sample.

classification computer-vision conformal-prediction label-noise uncertainty-quantification

Last synced: 01 Aug 2024