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Poster
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Wed 16:30
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Towards Safe Concept Transfer of Multi-Modal Diffusion via Causal Representation Editing
Peiran Dong · Bingjie WANG · Song Guo · Junxiao Wang · Jie ZHANG · Zicong Hong
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Poster
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Thu 16:30
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Interventional Causal Discovery in a Mixture of DAGs
Burak Varıcı · Dmitriy Katz · Dennis Wei · Prasanna Sattigeri · Ali Tajer
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Poster
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Wed 11:00
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Unified Covariate Adjustment for Causal Inference
Yonghan Jung · Jin Tian · Elias Bareinboim
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Poster
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Thu 11:00
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Efficient Policy Evaluation Across Multiple Different Experimental Datasets
Yonghan Jung · Alexis Bellot
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Poster
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Thu 11:00
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Complete Graphical Criterion for Sequential Covariate Adjustment in Causal Inference
Yonghan Jung · Min Woo Park · Sanghack Lee
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Poster
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Thu 11:00
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Disentangled Representation Learning in Non-Markovian Causal Systems
Adam Li · Yushu Pan · Elias Bareinboim
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Poster
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Fri 11:00
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Identifying Selections for Unsupervised Subtask Discovery
Yiwen Qiu · Yujia Zheng · Kun Zhang
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Poster
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Wed 16:30
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Do causal predictors generalize better to new domains?
Vivian Nastl · Moritz Hardt
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Poster
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On the Identifiability of Poisson Branching Structural Causal Model Using Probability Generating Function
Yu Xiang · Jie Qiao · Zefeng Liang · Zihuai Zeng · Ruichu Cai · Zhifeng Hao
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Poster
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Thu 16:30
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Unveiling Causal Reasoning in Large Language Models: Reality or Mirage?
Haoang Chi · He Li · Wenjing Yang · Feng Liu · Long Lan · Xiaoguang Ren · Tongliang Liu · Bo Han
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Poster
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Fri 16:30
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Tangent Space Causal Inference: Leveraging Vector Fields for Causal Discovery in Dynamical Systems
Kurt Butler · Daniel Waxman · Petar Djuric
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Poster
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Thu 16:30
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Causal Imitation for Markov Decision Processes: a Partial Identification Approach
Kangrui Ruan · Junzhe Zhang · Xuan Di · Elias Bareinboim
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