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A Maximal Correlation Approach to Imposing Fairness in Machine Learning.

, , , , , , и . CoRR, (2020)

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Prasanna Rajagopalan

Hara Prasanna Misra

Debi Prasanna Ganguly

Prasanna Venkatesh Rangadurai

Krishna Prasanna Mukerji

 

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Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models., , , , , , и . AAAI, стр. 6788-6796. AAAI Press, (2023)Uncertainty Characteristics Curves: A Systematic Assessment of Prediction Intervals., , , , и . CoRR, (2021)Conditionally independent data generation., , , , , и . UAI, том 161 из Proceedings of Machine Learning Research, стр. 2050-2060. AUAI Press, (2021)Detector-Free Weakly Supervised Grounding by Separation., , , , , , , , , и 7 other автор(ы). ICCV, стр. 1781-1792. IEEE, (2021)Fair Selective Classification Via Sufficiency., , , , , , и . ICML, том 139 из Proceedings of Machine Learning Research, стр. 6076-6086. PMLR, (2021)Robust Local Scaling Using Conditional Quantiles of Graph Similarities., , , и . ICDM Workshops, стр. 762-769. IEEE Computer Society, (2016)Fairness of Classifiers Across Skin Tones in Dermatology., , , , , , и . MICCAI (6), том 12266 из Lecture Notes in Computer Science, стр. 320-329. Springer, (2020)A Natural Language Processing System for Extracting Evidence of Drug Repurposing from Scientific Publications., , , , , , , , , и . AAAI, стр. 13369-13381. AAAI Press, (2020)Group Fairness with Uncertain Sensitive Attributes., , , , , , и . ISIT, стр. 208-213. IEEE, (2024)ComVas: Contextual Moral Values Alignment System., , , , , , , , , и 1 other автор(ы). IJCAI, стр. 8759-8762. ijcai.org, (2024)