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58 Results
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Poster
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Tue 14:00 |
What's the Harm? Sharp Bounds on the Fraction Negatively Affected by Treatment Nathan Kallus |
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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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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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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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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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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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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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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 |
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Poster
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Thu 9:00 |
Causal Identification under Markov equivalence: Calculus, Algorithm, and Completeness Amin Jaber · Adele Ribeiro · Jiji Zhang · Elias Bareinboim |
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Poster
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Thu 9:00 |
Falsification before Extrapolation in Causal Effect Estimation Zeshan M Hussain · Michael Oberst · Ming-Chieh Shih · David Sontag |
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Workshop
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Fri 12:45 |
TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second Noah Hollmann · Samuel Müller · Katharina Eggensperger · Frank Hutter |
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Poster
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Debiased, Longitudinal and Coordinated Drug Recommendation through Multi-Visit Clinic Records Hongda Sun · Shufang Xie · Shuqi Li · Yuhan Chen · Ji-Rong Wen · Rui Yan |