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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Causal Discovery from Subsampled Time Series with Proxy Variables

Lingjing Hu, Mingzhou Liu, Xinwei Sun, Yizhou Wang p43423-43434 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Causal Discovery in Heterogeneous Environments Under the Sparse Mechanism Shift Hypothesis

Ronan Perry, Bernhard Schölkopf, Julius Von Kügelgen p10904-10917 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Causal Discovery in Linear Latent Variable Models Subject to Measurement Error

Amiremad Ghassami, Negar Kiyavash, Mohamed Nafea, Ilya Shpitser, Yuqin Yang, Kun Zhang p874-886 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Causal Discovery in Semi-Stationary Time Series

Raghavendra Addanki, Shanyun Gao, Murat Kocaoglu, Ryan Rossi, Tong Yu p46624-46657 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Causal discovery with endogenous context variables

Andreas Gerhardus, Wiebke Günther, Urmi Ninad, Oana-Iuliana Popescu, Martin Rabel, Jakob Runge p36243-36284 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Causal Effect Identification in a Sub-Population with Latent Variables

Amir Mohammad Abouei, Matthias Grossglauser, Negar Kiyavash, Ehsan Mokhtarian p43836-43863 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Causal Effect Identification in Uncertain Causal Networks

Sina Akbari, Jalal Etesami, Fateme Jamshidi, Negar Kiyavash, Ehsan Mokhtarian, Matthew Vowels p477-503 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Causal Effect Regularization: Automated Detection and Removal of Spurious Correlations

Amit Deshpande, Abhinav Kumar, Amit Sharma p20942-20984 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Causal Fairness for Outcome Control

Elias Bareinboim, Drago Plecko p47575-47597 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Causal Identification Under Markov Equivalence: Calculus, Algorithm, and Completeness

Elias Bareinboim, Amin Jaber, Adele Ribeiro, Jiji Zhang p3679-3690 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Causal Imitability Under Context-Specific Independence Relations

Sina Akbari, Fateme Jamshidi, Negar Kiyavash p26810-26830 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Causal Imitation for Markov Decision Processes: a Partial Identification Approach

Elias Bareinboim, Xuan Di, Kangrui Ruan, Junzhe Zhang p87592-87620 from Advances in Neural Information Processing Systems 37

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