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27 Results
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Poster
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Wed 11:00 |
Hybrid Top-Down Global Causal Discovery with Local Search for Linear and Nonlinear Additive Noise Models Sujai Hiremath · Jacqueline Maasch · Mengxiao Gao · Promit Ghosal · Kyra Gan |
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Workshop
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On Incorporating Prior Knowledge Extracted from Pre-trained Language Models into Causal Discovery Chanhui Lee · Juhyeon Kim · YongJun Jeong · Yoonseok Yeom · Juhyun Lyu · Jung-Hee Kim · Sangmin Lee · Sangjun Han · Hyeokjun Choe · Soyeon Park · Woohyung Lim · Kyunghoon Bae · Sungbin Lim · Sanghack Lee |
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Poster
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Thu 16:30 |
Interventional Causal Discovery in a Mixture of DAGs Burak Varıcı · Dmitriy Katz · Dennis Wei · Prasanna Sattigeri · Ali Tajer |
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Workshop
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Hypothesizing Missing Causal Variables with LLMs Ivaxi Sheth · Sahar Abdelnabi · Mario Fritz |
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Workshop
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Beyond Causal Discovery for Astronomy: Learning Meaningful Representations with Independent Component Analysis Zehao Jin · Mario Pasquato · Benjamin Davis · Andrea Maccio · Yashar Hezaveh |
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Poster
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Wed 16:30 |
Ordering-Based Causal Discovery for Linear and Nonlinear Relations Zhuopeng Xu · Yujie Li · Cheng Liu · Ning Gui |
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Workshop
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Differentiable Causal Discovery for Latent Hierarchical Causal Models Parjanya Prashant · Ignavier Ng · Kun Zhang · Biwei Huang |
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Poster
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Thu 16:30 |
CausalStock: Deep End-to-end Causal Discovery for News-driven Multi-stock Movement Prediction Shuqi Li · Yuebo Sun · Yuxin Lin · Xin Gao · Shuo Shang · Rui Yan |
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Poster
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Wed 16:30 |
Causal-learn: Causal Discovery in Python Yujia Zheng · Biwei Huang · Wei Chen · Joseph D Ramsey · Mingming Gong · Ruichu Cai · Shohei Shimizu · Peter Spirtes · Kun Zhang |
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Poster
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Thu 16:30 |
Discovery of the Hidden World with Large Language Models Chenxi Liu · Yongqiang Chen · Tongliang Liu · Mingming Gong · James Cheng · Bo Han · Kun Zhang |
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Workshop
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LLM-initialized Differentiable Causal Discovery Shiv Kampani · David Hidary · Constantijn van der Poel · Martin Ganahl · Brenda Miao |
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Poster
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Wed 16:30 |
Causal discovery with endogenous context variables Wiebke Günther · Oana-Iuliana Popescu · Martin Rabel · Urmi Ninad · Andreas Gerhardus · Jakob Runge |