Efficient computation of the stochastic behavior of partial sum processes von Saengkyongam, Sorawit, Hayter, Anthony, Kiatsupaibul, Seksan, Liu, Wei

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Invariant Policy Learning: A Causal Perspective von Saengkyongam, Sorawit, Thams, Nikolaj, Peters, Jonas, Pfister, Niklas

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Effect-Invariant Mechanisms for Policy Generalization von Saengkyongam, Sorawit, Pfister, Niklas, Klasnja, Predrag, Murphy, Susan, Peters, Jonas

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Statistical testing under distributional shifts von Thams, Nikolaj, Saengkyongam, Sorawit, Pfister, Niklas, Peters, Jonas

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Model-Based Causal Feature Selection for General Response Types von Kook, Lucas, Saengkyongam, Sorawit, Lundborg, Anton Rask, Hothorn, Torsten, Peters, Jonas

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Model-based causal feature selection for general response types von Kook, Lucas, Saengkyongam, Sorawit, Lundborg, Anton Rask, Hothorn, Torsten, Peters, Jonas

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Learning Joint Nonlinear Effects from Single-variable Interventions in the Presence of Hidden Confounders von Saengkyongam, Sorawit, Silva, Ricardo

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Identifying Representations for Intervention Extrapolation von Saengkyongam, Sorawit, Rosenfeld, Elan, Ravikumar, Pradeep, Pfister, Niklas, Peters, Jonas

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Effect-Invariant Mechanisms for Policy Generalization von Saengkyongam, Sorawit, Pfister, Niklas, Klasnja, Predrag, Murphy, Susan, Peters, Jonas

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Model-based causal feature selection for general response types von Lucas Kook, Saengkyongam, Sorawit, Anton Rask Lundborg, Hothorn, Torsten, Peters, Jonas

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Exploiting Independent Instruments: Identification and Distribution Generalization von Saengkyongam, Sorawit, Henckel, Leonard, Pfister, Niklas, Peters, Jonas

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Invariant Policy Learning: A Causal Perspective von Saengkyongam, Sorawit, Thams, Nikolaj, Peters, Jonas, Pfister, Niklas

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Statistical Testing under Distributional Shifts von Thams, Nikolaj, Saengkyongam, Sorawit, Pfister, Niklas, Peters, Jonas

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Learning Joint Nonlinear Effects from Single-variable Interventions in the Presence of Hidden Confounders von Saengkyongam, Sorawit, Silva, Ricardo

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Identifying Representations for Intervention Extrapolation von Saengkyongam, Sorawit, Rosenfeld, Elan, Ravikumar, Pradeep, Pfister, Niklas, Peters, Jonas

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Effect-Invariant Mechanisms for Policy Generalization von Saengkyongam, Sorawit, Pfister, Niklas, Klasnja, Predrag, Murphy, Susan, Peters, Jonas

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Model-Based Causal Feature Selection for General Response Types von Kook, Lucas, Saengkyongam, Sorawit, Lundborg, Anton Rask, Hothorn, Torsten, Peters, Jonas

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Exploiting Independent Instruments: Identification and Distribution Generalization von Saengkyongam, Sorawit, Henckel, Leonard, Pfister, Niklas, Peters, Jonas

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Invariant Policy Learning: A Causal Perspective von Saengkyongam, Sorawit, Thams, Nikolaj, Peters, Jonas, Pfister, Niklas

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Counterfactual Mean Embeddings von Muandet, Krikamol, Kanagawa, Motonobu, Saengkyongam, Sorawit, Marukatat, Sanparith

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