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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Causal Dependence Plots

Joshua Loftus, Lucius Bynum, Sakina Hansen p112656-112683 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Causal Discovery from Event Sequences by Local Cause-Effect Attribution

Joscha Cüppers, Sascha Xu, Ahmed Musa, Jilles Vreeken p24216-24241 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Causal discovery from observational and interventional data across multiple environments

Adam Li, Amin Jaber, Elias Bareinboim p16942-16956 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Causal Discovery from Subsampled Time Series with Proxy Variables

Mingzhou Liu, Xinwei Sun, Lingjing Hu, 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, Julius Von Kügelgen, Bernhard Schölkopf 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

Yuqin Yang, Amiremad Ghassami, Mohamed Nafea, Negar Kiyavash, Kun Zhang, Ilya Shpitser 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

Shanyun Gao, Raghavendra Addanki, Tong Yu, Ryan Rossi, Murat Kocaoglu 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

Wiebke Günther, Oana-Iuliana Popescu, Martin Rabel, Urmi Ninad, Andreas Gerhardus, 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, Ehsan Mokhtarian, Negar Kiyavash, Matthias Grossglauser 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, Fateme Jamshidi, Ehsan Mokhtarian, Matthew Vowels, Jalal Etesami, Negar Kiyavash 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

Abhinav Kumar, Amit Deshpande, 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

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

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