Neural Information Processing Systems Foundation, Inc. (NeurIPS)

  • 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, Sascha Xu, Ahmed Musa, Jilles Vreeken 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

    Adam Li, Amin Jaber, Elias Bareinboim 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

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

    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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  • Causal Discovery in Semi-Stationary Time Series

    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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  • Causal Discovery over Clusters of Variables in Markovian Systems

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Causal Discovery over Clusters of Variables in Markovian Systems

    Tara Anand, Adèle Ribeiro, Jin Tian, George Hripcsak, Elias Bareinboim p96501-96528 from Advances in Neural Information Processing Systems 38
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  • Causal discovery with endogenous context variables

    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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  • 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, Ehsan Mokhtarian, Negar Kiyavash, Matthias Grossglauser 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, Fateme Jamshidi, Ehsan Mokhtarian, Matthew Vowels, Jalal Etesami, Negar Kiyavash 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

    Abhinav Kumar, Amit Deshpande, Amit Sharma p20942-20984 from Advances in Neural Information Processing Systems 36
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  • Causal Explanation-Guided Learning for Organ Allocation

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Causal Explanation-Guided Learning for Organ Allocation

    Alessandro Marchese, Jeroen Berrevoets, Sam Verboven p192452-192479 from Advances in Neural Information Processing Systems 38
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  • Causal Fairness for Outcome Control

    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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  • Causal Head Gating: A Framework for Interpreting Roles of Attention Heads in Transformers

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Causal Head Gating: A Framework for Interpreting Roles of Attention Heads in Transformers

    Andrew Nam, Henry Conklin, Yukang Yang, Tom Griffiths, Jonathan D Cohen, Sarah-Jane Leslie p128142-128164 from Advances in Neural Information Processing Systems 38
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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

    Amin Jaber, Adele Ribeiro, Jiji Zhang, Elias Bareinboim 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

    Fateme Jamshidi, Sina Akbari, 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

    Kangrui Ruan, Junzhe Zhang, Xuan Di, Elias Bareinboim 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

    Chi Zhang, Karthika Mohan, Judea Pearl 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

    Raanan Rohekar, Yaniv Gurwicz, Shami Nisimov 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

    Kulin Shah, Nishanth Dikkala, Xin Wang, Rina Panigrahy p56674-56702 from Advances in Neural Information Processing Systems 37
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  • Causal LLM Routing: End-to-End Regret Minimization from Observational Data

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Causal LLM Routing: End-to-End Regret Minimization from Observational Data

    Asterios Tsiourvas, Wei Sun, Georgia Perakis p41861-41886 from Advances in Neural Information Processing Systems 38
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  • Causal Mixture Models: Characterization and Discovery

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Causal Mixture Models: Characterization and Discovery

    Sarah Mameche, Janis Kalofolias, Jilles Vreeken p50700-50729 from Advances in Neural Information Processing Systems 38
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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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