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Guarantees for Spectral Clustering with Fairness Constraints.

, , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 3458-3467. PMLR, (2019)

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Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations., , , , and . CoRR, (2022)Leveling Down in Computer Vision: Pareto Inefficiencies in Fair Deep Classifiers., , , , , , and . CVPR, page 10400-10411. IEEE, (2022)Individual Preference Stability for Clustering., , , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 197-246. PMLR, (2022)Backward-Compatible Prediction Updates: A Probabilistic Approach., , , , , and . NeurIPS, page 116-128. (2021)Guarantees for Spectral Clustering with Fairness Constraints., , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 3458-3467. PMLR, (2019)Lens Depth Function and k-Relative Neighborhood Graph: Versatile Tools for Ordinal Data Analysis., and . J. Mach. Learn. Res., (2017)Score Matching Enables Causal Discovery of Nonlinear Additive Noise Models., , , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 18741-18753. PMLR, (2022)Equalized odds postprocessing under imperfect group information., , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 1770-1780. PMLR, (2020)Evaluating Fairness of Machine Learning Models Under Uncertain and Incomplete Information., , , , and . FAccT, page 206-214. ACM, (2021)Measuring Fairness of Rankings under Noisy Sensitive Information., , , , and . FAccT, page 2263-2279. ACM, (2022)