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130 Results
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Poster
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Wed 15:00 |
Double and Single Descent in Causal Inference with an Application to High-Dimensional Synthetic Control Jann Spiess · guido imbens · Amar Venugopal |
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Poster
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Wed 15:00 |
Trust Your ∇: Gradient-based Intervention Targeting for Causal Discovery Mateusz Olko · Michał Zając · Aleksandra Nowak · Nino Scherrer · Yashas Annadani · Stefan Bauer · Łukasz Kuciński · Piotr Miłoś |
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Poster
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Wed 15:00 |
Joint Learning of Label and Environment Causal Independence for Graph Out-of-Distribution Generalization Shurui Gui · Meng Liu · Xiner Li · Youzhi Luo · Shuiwang Ji |
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Poster
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Thu 8:45 |
AMDP: An Adaptive Detection Procedure for False Discovery Rate Control in High-Dimensional Mediation Analysis Jiarong Ding · Xuehu ZHU |
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Workshop
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Learning Causally-Aware Representations of Multi-Agent Interactions Yuejiang Liu · Ahmad Rahimi · Po-Chien Luan · Frano Rajič · Alexandre Alahi |
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Workshop
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Learning Causally-Aware Representations of Multi-Agent Interactions Yuejiang Liu · Ahmad Rahimi · Po-Chien Luan · Frano Rajič · Alexandre Alahi |
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Poster
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Wed 15:00 |
Identification of Nonlinear Latent Hierarchical Models Lingjing Kong · Biwei Huang · Feng Xie · Eric Xing · Yuejie Chi · Kun Zhang |
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Workshop
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Causal Influence Aware Counterfactual Data Augmentation Núria Armengol Urpí · Georg Martius |
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Workshop
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Causal Inference in Gene Regulatory Networks with GFlowNet: Towards Scalability in Large Systems Trang Nguyen · Alexander Tong · Kanika Madan · Yoshua Bengio · Dianbo Liu |
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Poster
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Thu 8:45 |
Using Imperfect Surrogates for Downstream Inference: Design-based Supervised Learning for Social Science Applications of Large Language Models Naoki Egami · Musashi Hinck · Brandon Stewart · Hanying Wei |
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Poster
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Wed 8:45 |
Optimal Transport for Treatment Effect Estimation Hao Wang · Jiajun Fan · Zhichao Chen · Haoxuan Li · Weiming Liu · Tianqiao Liu · Quanyu Dai · Yichao Wang · Zhenhua Dong · Ruiming Tang |
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Poster
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Thu 15:00 |
FAST: a Fused and Accurate Shrinkage Tree for Heterogeneous Treatment Effects Estimation Jia Gu · Caizhi Tang · Han Yan · Qing Cui · Longfei Li · Jun Zhou |