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Mitigating Calibration Bias Without Fixed Attribute Grouping for Improved Fairness in Medical Imaging Analysis.

, , , , and . MICCAI (3), volume 14222 of Lecture Notes in Computer Science, page 189-198. Springer, (2023)

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Information Gain Sampling for Active Learning in Medical Image Classification., , , and . UNSURE@MICCAI, volume 13563 of Lecture Notes in Computer Science, page 135-145. Springer, (2022)Fair Representation Learning through Implicit Path Alignment., , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 20156-20175. PMLR, (2022)Aggregating From Multiple Target-Shifted Sources., , , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 9638-9648. PMLR, (2021)Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis., , and . MIDL, volume 227 of Proceedings of Machine Learning Research, page 1453-1492. PMLR, (2023)Generalization Bounds For Meta-Learning: An Information-Theoretic Analysis., , and . NeurIPS, page 25878-25890. (2021)Interventional Domain Adaptation., , , , , , and . CoRR, (2020)Latent Trajectory Learning for Limited Timestamps under Distribution Shift over Time., , , , , , and . ICLR, OpenReview.net, (2024)Lifelong Online Learning from Accumulated Knowledge., , , , , , and . ACM Trans. Knowl. Discov. Data, 17 (4): 52:1-52:23 (May 2023)On Learning Fairness and Accuracy on Multiple Subgroups., , , , , , , and . NeurIPS, (2022)A Principled Approach for Learning Task Similarity in Multitask Learning., , , , and . IJCAI, page 3446-3452. ijcai.org, (2019)