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Algorithmic Fairness through the Lens of Causality and Privacy (AFCP) 2022.

, , , , , и . AFCP, том 214 из Proceedings of Machine Learning Research, стр. 1-6. PMLR, (2022)

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MPC-Friendly Commitments for Publicly Verifiable Covert Security., , , и . CCS, стр. 2685-2704. ACM, (2021)Causal inference with treatment measurement error: a nonparametric instrumental variable approach., , , , и . UAI, том 180 из Proceedings of Machine Learning Research, стр. 2414-2424. PMLR, (2022)When Do Flat Minima Optimizers Work?, , , и . NeurIPS, (2022)Operationalizing Complex Causes: A Pragmatic View of Mediation., , , и . ICML, том 139 из Proceedings of Machine Learning Research, стр. 3875-3885. PMLR, (2021)TAPAS: Tricks to Accelerate (encrypted) Prediction As a Service., , , и . ICML, том 80 из Proceedings of Machine Learning Research, стр. 4497-4506. PMLR, (2018)Stochastic Causal Programming for Bounding Treatment Effects., , , , , и . CLeaR, том 213 из Proceedings of Machine Learning Research, стр. 142-176. PMLR, (2023)Evaluating Self-Supervised Learning for Molecular Graph Embeddings., , , , , , и . CoRR, (2022)Differentiable Causal Backdoor Discovery., , , и . AISTATS, том 108 из Proceedings of Machine Learning Research, стр. 3970-3979. PMLR, (2020)Counterfactual Data Augmentation for Neural Machine Translation., , и . NAACL-HLT, стр. 187-197. Association for Computational Linguistics, (2021)Adapting to Latent Subgroup Shifts via Concepts and Proxies., , , , , , , , , и . AISTATS, том 206 из Proceedings of Machine Learning Research, стр. 9637-9661. PMLR, (2023)