Neural Information Processing Systems Foundation, Inc. (NeurIPS)

  • Causal de Finetti: On the Identification of Invariant Causal Structure in Exchangeable Data

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Causal de Finetti: On the Identification of Invariant Causal Structure in Exchangeable Data

    Siyuan Guo, Ferenc Huszar, Bernhard Schölkopf, Viktor Toth p36463-36475 from Advances in Neural Information Processing Systems 36
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  • Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model

    pengcheng, Yifan Duan, Xuelong Li, Caoyuan Ma, Junyuan Mao, Kai Wang, Kun Wang, Shilong Wang, Hao Wu, Jingyu Xu, Jian Zhao p107604-107632 from Advances in Neural Information Processing Systems 37
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  • Causal Dependence Plots

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Causal Dependence Plots

    Lucius Bynum, Sakina Hansen, Joshua Loftus p112656-112683 from Advances in Neural Information Processing Systems 37
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  • Causal Discovery from Event Sequences by Local Cause-Effect Attribution

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Causal Discovery from Event Sequences by Local Cause-Effect Attribution

    Joscha Cüppers, Ahmed Musa, Jilles Vreeken, Sascha Xu p24216-24241 from Advances in Neural Information Processing Systems 37
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  • Causal discovery from observational and interventional data across multiple environments

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Causal discovery from observational and interventional data across multiple environments

    Elias Bareinboim, Amin Jaber, Adam Li p16942-16956 from Advances in Neural Information Processing Systems 36
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  • Causal Discovery from Subsampled Time Series with Proxy Variables

    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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  • Causal Discovery in Heterogeneous Environments Under the Sparse Mechanism Shift Hypothesis

    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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  • Causal Discovery in Linear Latent Variable Models Subject to Measurement Error

    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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  • Causal Discovery in Semi-Stationary Time Series

    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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  • Causal discovery with endogenous context variables

    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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  • Causal Effect Identification in a Sub-Population with Latent Variables

    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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  • Causal Effect Identification in Uncertain Causal Networks

    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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  • Causal Effect Regularization: Automated Detection and Removal of Spurious Correlations

    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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  • Causal Fairness for Outcome Control

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

    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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  • Causal Imitability Under Context-Specific Independence Relations

    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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  • Causal Imitation for Markov Decision Processes: a Partial Identification Approach

    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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  • Causal Inference in the Closed-Loop: Marginal Structural Models for Sequential Excursion Effects

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Causal Inference in the Closed-Loop: Marginal Structural Models for Sequential Excursion Effects

    Alexander Levis, Gabriel Loewinger, Francisco Pereira p109123-109151 from Advances in Neural Information Processing Systems 37
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  • Causal Inference with Non-IID Data Using Linear Graphical Models

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Causal Inference with Non-IID Data Using Linear Graphical Models

    Karthika Mohan, Judea Pearl, Chi Zhang p13214-13225 from Advances in Neural Information Processing Systems 35
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  • Causal Interpretation of Self-Attention in Pre-Trained Transformers

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Causal Interpretation of Self-Attention in Pre-Trained Transformers

    Yaniv Gurwicz, Shami Nisimov, Raanan Rohekar p31450-31465 from Advances in Neural Information Processing Systems 36
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  • Causal language modeling can elicit search and reasoning capabilities on logic puzzles

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Causal language modeling can elicit search and reasoning capabilities on logic puzzles

    Nishanth Dikkala, Rina Panigrahy, Kulin Shah, Xin Wang p56674-56702 from Advances in Neural Information Processing Systems 37
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  • Causal normalizing flows: from theory to practice

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Causal normalizing flows: from theory to practice

    Adrián Javaloy, Pablo Sanchez-Martin, Isabel Valera p58833-58864 from Advances in Neural Information Processing Systems 36
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  • Causal Temporal Representation Learning with Nonstationary Sparse Transition

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Causal Temporal Representation Learning with Nonstationary Sparse Transition

    Guangyi Chen, Xinshuai Dong, Yewen Fan, Zijian Li, Xiangchen Song, Kun Zhang, Yujia Zheng p77098-77131 from Advances in Neural Information Processing Systems 37
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  • Causal vs. Anticausal merging of predictors

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Causal vs. Anticausal merging of predictors

    Patrick Blöbaum, Dominik Janzing, Sergio Mejia, Bernhard Schölkopf p1402-1427 from Advances in Neural Information Processing Systems 37
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