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Pragmatic Fairness: Developing Policies with Outcome Disparity Control.

, , , , and . CLeaR, volume 236 of Proceedings of Machine Learning Research, page 243-264. PMLR, (2024)

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Pragmatic Fairness: Developing Policies with Outcome Disparity Control., , , , and . CLeaR, volume 236 of Proceedings of Machine Learning Research, page 243-264. PMLR, (2024)Functional causal Bayesian optimization., , , and . UAI, volume 216 of Proceedings of Machine Learning Research, page 756-765. PMLR, (2023)Pragmatic Fairness: Developing Policies with Outcome Disparity Control., , , , and . CoRR, (2023)Differentiable Causal Backdoor Discovery., , , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 3970-3979. PMLR, (2020)Personalized change awareness: Reducing information overload in loosely-coupled teamwork., , , and . Artif. Intell., (2019)Local Explanations via Necessity and Sufficiency: Unifying Theory and Practice., , , and . Minds Mach., 32 (1): 185-218 (2022)Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction., , , , , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 7512-7523. PMLR, (2021)Humor in Word Embeddings: Cockamamie Gobbledegook for Nincompoops., , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 2474-2483. PMLR, (2019)Beyond Impossibility: Balancing Sufficiency, Separation and Accuracy., , , , and . CoRR, (2022)Operationalizing Complex Causes: A Pragmatic View of Mediation., , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 3875-3885. PMLR, (2021)