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189 Results
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Workshop
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Toward Causal-Aware RL: State-Wise Action-Refined Temporal Difference Hao Sun · Taiyi Wang |
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Poster
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Wed 14:00 |
Causality-driven Hierarchical Structure Discovery for Reinforcement Learning shaohui peng · Xing Hu · Rui Zhang · Ke Tang · Jiaming Guo · Qi Yi · Ruizhi Chen · xishan zhang · Zidong Du · Ling Li · Qi Guo · Yunji Chen |
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Poster
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Tue 14:00 |
[Re] Replication Study of DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks Velizar Shulev · Paul Verhagen · Shuai Wang · Jennifer Zhuge |
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Poster
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Thu 9:00 |
Scalable Sensitivity and Uncertainty Analyses for Causal-Effect Estimates of Continuous-Valued Interventions Andrew Jesson · Alyson Douglas · Peter Manshausen · Maëlys Solal · Nicolai Meinshausen · Philip Stier · Yarin Gal · Uri Shalit |
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Poster
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Tue 9:00 |
Root Cause Analysis of Failures in Microservices through Causal Discovery Azam Ikram · Sarthak Chakraborty · Subrata Mitra · Shiv Saini · Saurabh Bagchi · Murat Kocaoglu |
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Poster
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Wed 9:00 |
A Causal Analysis of Harm Sander Beckers · Hana Chockler · Joseph Halpern |
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Poster
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Tue 9:00 |
Truncated Matrix Power Iteration for Differentiable DAG Learning Zhen Zhang · Ignavier Ng · Dong Gong · Yuhang Liu · Ehsan Abbasnejad · Mingming Gong · Kun Zhang · Javen Qinfeng Shi |
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Poster
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Thu 9:00 |
Latent Hierarchical Causal Structure Discovery with Rank Constraints Biwei Huang · Charles Jia Han Low · Feng Xie · Clark Glymour · Kun Zhang |
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Panel
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Thu 9:45 |
Panel 5A-2: Causal Identification under… & Markovian Interference in… Andrew Zheng · Amin Jaber |
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Poster
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Wed 14:00 |
Counterfactual harm Jonathan Richens · Rory Beard · Daniel H. Thompson |
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Poster
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Tue 9:00 |
Empirical Gateaux Derivatives for Causal Inference Michael Jordan · Yixin Wang · Angela Zhou |
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Competition
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Tue 3:00 |
Causal Insights for Learning Paths in Education Wenbo Gong · Digory Smith · Jack Wang · Simon Woodhead · Nick Pawlowski · Joel Jennings · Cheng Zhang · Craig Barton |