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Conference

Positivity-free Policy Learning with Observational Data

Subjects: incremental propensity score intervention; individualized treatment rule; natural stochastic policyValence; SpainValence, Spain

  • Source: Proceedings of Machine Learning Research ; AISTATS 2024 - The 27th International Conference on Artificial Intelligence and Statistics ; https://hal.science/hal-04236430 ; AISTATS 2024 - The 27th

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Conference

Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm

Subjects: Stability; Generalization; Decentralized LearningVienne; Austria

  • Source: ICML 2024 - The Forty-first International Conference on Machine Learning ; https://hal.science/hal-04611418 ; ICML 2024 - The Forty-first International Conference on Machine Learning, Jul 2024,

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Conference

Conformal Prediction with Missing Values

Subjects: Distribution-Free Uncertainty Quantification; Missing Values; Conformal PredictionHonolulu (Hawai); United States

  • Source: Proceedings of Machine Learning Research ; ICML 2023 - 40 th International Conference on Machine Learning ; https://hal.science/hal-03896384 ; ICML 2023 - 40 th International Conference on Machine

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Conference

Adaptive Conformal Predictions for Time Series

Subjects: [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]Baltimor - Maryland; United States

  • Source: Proceedings of Machine Learning Research ; PMLR 2022 - Proceedings of Machine Learning Research ; https://hal.science/hal-03573934 ; PMLR 2022 - Proceedings of Machine Learning Research, Jul 2022,

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