Algorithms for abstention, calibration and domain adaptation to label shift.
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Nov 14, 2020 - Python
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label-shift
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A curated list of Robust Machine Learning papers/articles and recent advancements.
machine-learning
deep-learning
healthcare
awesome-list
ood
fairness
covariate-shift
federated-learning
machine-learning-bias
fairness-testing
bias-detection
robust-machine-learning
fairness-ai
concept-shift
fairness-ml
robust-learning
label-shift
data-shift
distribution-shift
healthcare-federated-learning
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Oct 13, 2022
LAMDA: Label Matching Deep Domain Adaptation - ICML 2021
optimal-transport
domain-adaptation
unsupervised-domain-adaptation
wasserstein-distance
label-shift
domain-shift
icml-2021
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Oct 28, 2021 - Python
A curated list of Distribution Shift papers/articles and recent advancements.
data
machine-learning
machine-learning-algorithms
ood
fairness
covariate-shift
bias-detection
robust-machine-learning
concept-shift
fairness-ml
label-shift
ood-detection
data-shift
distribution-shift
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Oct 20, 2022
Official Code for "Mapping conditional distributions for domain adaptation under generalized target shift" - ICLR2022
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Feb 3, 2022 - Python
Bayesian Quantification with Black-Box Estimators
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Jun 13, 2024 - Python
Coping with Label Shift via Distributionally Robust Optimisation
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Nov 30, 2022 - Python
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