Paper

  • 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 Impotence and Cosmic Messaging: A Logical Response to the Barn Door Argument

    International Astronautical Federation (IAF)

    Causal Impotence and Cosmic Messaging: A Logical Response to the Barn Door Argument

    Chelsea Haramia p49-51 from 53rd IAA Symposium on the Search for Extraterrestrial Intelligence (SETI) - The Next Steps
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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 Models of Cyclogenesis: An Informed Structural Learning Approach for Efficient Data-Driven Inference

    International Astronautical Federation (IAF)

    Causal Models of Cyclogenesis: An Informed Structural Learning Approach for Efficient Data-Driven Inference

    Allegra Farrar p1087-1097 from IAF Earth Observation Symposium
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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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