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FARF: A Fair and Adaptive Random Forests Classifier.

, , , , и . PAKDD (2), том 12713 из Lecture Notes in Computer Science, стр. 245-256. Springer, (2021)

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Fairness with censorship and group constraints., и . Knowl. Inf. Syst., 65 (6): 2571-2594 (июня 2023)Context-Sensitive Spelling Correction of Clinical Text via Conditional Independence., , и . CHIL, том 174 из Proceedings of Machine Learning Research, стр. 234-247. PMLR, (2022)Machine Learning for Treatment Assignment: Improving Individualized Risk Attribution., , , , и . AMIA, AMIA, (2015)Learning Clinical Concepts for Predicting Risk of Progression to Severe COVID-19., , , , , , и . AMIA, AMIA, (2022)Harmonic Mean Point Processes: Proportional Rate Error Minimization for Obtundation Prediction., и . CoRR, (2019)Predicting Mortality Risk in Viral and Unspecified Pneumonia to Assist Clinicians with COVID-19 ECMO Planning., , , , и . CoRR, (2020)Forest-Based Point Process for Event Prediction from Electronic Health Records., и . ECML/PKDD (3), том 8190 из Lecture Notes in Computer Science, стр. 547-562. Springer, (2013)Neural Topic Models with Survival Supervision: Jointly Predicting Time-to-Event Outcomes and Learning How Clinical Features Relate., , , , и . AIME, том 12299 из Lecture Notes in Computer Science, стр. 371-381. Springer, (2020)FARF: A Fair and Adaptive Random Forests Classifier., , , , и . PAKDD (2), том 12713 из Lecture Notes in Computer Science, стр. 245-256. Springer, (2021)Censored Fairness through Awareness., , и . AAAI, стр. 14611-14619. AAAI Press, (2023)