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21 Results
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Poster
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Thu 9:00 |
Benchmarking Heterogeneous Treatment Effect Models through the Lens of Interpretability Jonathan Crabbé · Alicia Curth · Ioana Bica · Mihaela van der Schaar |
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Poster
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Disentangling Causal Effects from Sets of Interventions in the Presence of Unobserved Confounders Olivier Jeunen · Ciarán Gilligan-Lee · Rishabh Mehrotra · Mounia Lalmas |
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Poster
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Tue 9:00 |
Sample Constrained Treatment Effect Estimation Raghavendra Addanki · David Arbour · Tung Mai · Cameron Musco · Anup Rao |
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Poster
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Tue 9:00 |
Debiased Causal Tree: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding Caizhi Tang · Huiyuan Wang · Xinyu Li · Qing Cui · Ya-Lin Zhang · Feng Zhu · Longfei Li · Jun Zhou · Linbo Jiang |
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Poster
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Thu 14:00 |
Staggered Rollout Designs Enable Causal Inference Under Interference Without Network Knowledge Mayleen Cortez · Matthew Eichhorn · Christina Yu |
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Affinity Workshop
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Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies Shachi Deshpande · Kaiwen Wang · Dhruv Sreenivas · Zheng Li · Volodymyr Kuleshov |
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Poster
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Thu 14:00 |
CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior Eldar D Abraham · Karel D'Oosterlinck · Amir Feder · Yair Gat · Atticus Geiger · Christopher Potts · Roi Reichart · Zhengxuan Wu |
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Poster
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Wed 14:00 |
Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies Shachi Deshpande · Kaiwen Wang · Dhruv Sreenivas · Zheng Li · Volodymyr Kuleshov |
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Poster
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Generalization Bounds for Estimating Causal Effects of Continuous Treatments Xin Wang · Shengfei Lyu · Xingyu Wu · Tianhao Wu · Huanhuan Chen |