label-shift

There are 1 repository under label-shift topic.

kundajelab / abstention
Algorithms for abstention, calibration and domain adaptation to label shift.
label-shift prior-probability-shift domain-adaptation calibration abstention
Language:Python 36
monk1337 / Awesome-Robust-Machine-Learning
A curated list of Robust Machine Learning papers/articles and recent advancements.
bias-detection concept-shift covariate-shift data-shift deep-learning distribution-shift fairness fairness-ml label-shift machine-learning ood robust-machine-learning awesome-list fairness-ai fairness-testing machine-learning-bias robust-learning federated-learning healthcare healthcare-federated-learning
16
tuanrpt / LAMDA
LAMDA: Label Matching Deep Domain Adaptation - ICML 2021
domain-adaptation optimal-transport label-shift domain-shift unsupervised-domain-adaptation wasserstein-distance icml-2021
Language:Python 13
monk1337 / Awesome-Distribution-Shift
A curated list of Distribution Shift papers/articles and recent advancements.
bias-detection data data-shift distribution-shift fairness fairness-ml machine-learning machine-learning-algorithms ood ood-detection robust-machine-learning concept-shift covariate-shift label-shift
6
mkirchmeyer / ostar
Official Code for "Mapping conditional distributions for domain adaptation under generalized target shift" - ICLR2022
domain-adaptation label-shift
Language:Python 5
pawel-czyz / labelshift
Python library for label shift and quantification.
data-shift label-shift machine-learning prior-probability-shift quantification
Language:Python 1
ShahryarBQ / DRO
Coping with Label Shift via Distributionally Robust Optimisation
distribution-shift label-shift robust-optimization
Language:Python 0