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68 Results
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Workshop
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Making the World More Equal, One Ride at a Time: Studying Public Transportation Initiatives Using Interpretable Causal Inference Gaurav Rajesh Parikh · Albert Sun · Jenny Huang · Lesia Semenova · Cynthia Rudin |
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Poster
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Thu 9:00 |
DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning Siqi Xu · Lin Liu · Zhonghua Liu |
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Workshop
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Active Bayesian Causal Inference Christian Toth · Lars Lorch · Christian Knoll · Andreas Krause · Franz Pernkopf · Robert Peharz · Julius von Kügelgen |
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Workshop
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Active Bayesian Causal inference Christian Toth · Lars Lorch · Christian Knoll · Andreas Krause · Franz Pernkopf · Robert Peharz · Julius von Kügelgen |
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Poster
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Tue 14:00 |
Sequence Model Imitation Learning with Unobserved Contexts Gokul Swamy · Sanjiban Choudhury · J. Bagnell · Steven Wu |
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Workshop
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Urban Heat Island Detection and Causal Inference Using Convolutional Neural Networks Zachary D Calhoun · Ziyang Jiang · Mike Bergin · David Carlson |
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Poster
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Tue 14:00 |
Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment Chenxiao Yang · Qitian Wu · Qingsong Wen · Zhiqiang Zhou · Liang Sun · Junchi Yan |
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Poster
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Wed 14:00 |
Counterfactual Fairness with Partially Known Causal Graph Aoqi Zuo · Susan Wei · Tongliang Liu · Bo Han · Kun Zhang · Mingming Gong |
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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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Thu 14:00 |
Off-Policy Evaluation with Policy-Dependent Optimization Response Wenshuo Guo · Michael Jordan · Angela Zhou |
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Poster
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Wed 14:00 |
Causal Discovery in Heterogeneous Environments Under the Sparse Mechanism Shift Hypothesis Ronan Perry · Julius von Kügelgen · Bernhard Schölkopf |
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Workshop
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A Novel Two-level Causal Inference Framework for On-road Vehicle Quality Issues Diagnosis Qian Wang · Huanyi Shui · Thi Tu Trinh Tran · Milad nezhad · devesh upadhyay · Kamran Paynabar · Anqi He |