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130 Results
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Poster
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Thu 15:00 |
BayesDAG: Gradient-Based Posterior Inference for Causal Discovery Yashas Annadani · Nick Pawlowski · Joel Jennings · Joel Jennings · Stefan Bauer · Cheng Zhang · Wenbo Gong |
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Workshop
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From Child's Play to AI: Insights into Automated Causal Curriculum Learning Annya Dahmani · Eunice Yiu · Tabitha Lee · Nan Rosemary Ke · Oliver Kroemer · Alison Gopnik |
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Poster
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Thu 15:00 |
D-Separation for Causal Self-Explanation Wei Liu · Jun Wang · Haozhao Wang · Ruixuan Li · Zhiying Deng · YuanKai Zhang · Yang Qiu |
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Workshop
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Learning Unknown Intervention Targets in Structural Causal Models from Heterogeneous Data Yuqin Yang · Saber Salehkaleybar · Negar Kiyavash |
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Workshop
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A Sparsity Principle for Partially Observable Causal Representation Learning Danru Xu · Dingling Yao · Sébastien Lachapelle · Perouz Taslakian · Julius von Kügelgen · Francesco Locatello · Sara Magliacane |
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Poster
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Tue 8:45 |
Invariant Anomaly Detection under Distribution Shifts: A Causal Perspective João Carvalho · Mengtao Zhang · Robin Geyer · Carlos Cotrini · Joachim M Buhmann |
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Workshop
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INTAGS: Interactive Agent-Guided Simulation Song Wei · Andrea Coletta · Svitlana Vyetrenko · Tucker Balch |
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Workshop
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Unfairness Detection within Power Systems through Transfer Counterfactual Learning Song Wei · Xiangrui Kong · Sarah Huestis-Mitchell · Yao Xie · Shixiang Zhu · Alinson Xavier · Feng Qiu |
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Workshop
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Identifying Representations for Intervention Extrapolation Sorawit Saengkyongam · Elan Rosenfeld · Pradeep Ravikumar · Niklas Pfister · Jonas Peters |
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Poster
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Wed 15:00 |
Nonparametric Identifiability of Causal Representations from Unknown Interventions Julius von Kügelgen · Michel Besserve · Liang Wendong · Luigi Gresele · Armin Kekić · Elias Bareinboim · David Blei · Bernhard Schölkopf |
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Workshop
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Inverted-Attention Transformers can Learn Object Representations: Insights from Slot Attention Yi-Fu Wu · Klaus Greff · Gamaleldin Elsayed · Michael Mozer · Thomas Kipf · Sjoerd van Steenkiste |
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Workshop
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Mixup-Based Knowledge Distillation with Causal Intervention for Multi-Task Speech Classification Kwangje Baeg · Hyeopwoo Lee · Yeomin Yoon · Jongmo Kim |