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Poster
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Wed 10:00 |
Causal Effect Estimation and Optimal Dose Suggestions in Mobile Health Liangyu Zhu · Wenbin Lu · Rui Song |
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Poster
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Wed 5:00 |
Causal Effect Identifiability under Partial-Observability Sanghack Lee · Elias Bareinboim |
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Poster
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Tue 7:00 |
Full Law Identification in Graphical Models of Missing Data: Completeness Results Razieh Nabi · Rohit Bhattacharya · Ilya Shpitser |
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Poster
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Tue 15:00 |
Double Reinforcement Learning for Efficient and Robust Off-Policy Evaluation Nathan Kallus · Masatoshi Uehara |
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Poster
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Tue 18:00 |
Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models Yuta Saito · Shota Yasui |
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Poster
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Tue 11:00 |
Causal Structure Discovery from Distributions Arising from Mixtures of DAGs Basil Saeed · Snigdha Panigrahi · Caroline Uhler |
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Poster
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Tue 7:00 |
Causal Strategic Linear Regression Yonadav Shavit · Benjamin Edelman · Brian Axelrod |
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Poster
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Wed 5:00 |
On Validation and Planning of An Optimal Decision Rule with Application in Healthcare Studies Hengrui Cai · Wenbin Lu · Rui Song |
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Poster
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Wed 5:00 |
Efficient Intervention Design for Causal Discovery with Latents Raghavendra Addanki · Shiva Kasiviswanathan · Andrew McGregor · Cameron Musco |
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Poster
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Thu 6:00 |
Performative Prediction Juan Perdomo · Tijana Zrnic · Celestine Mendler-Dünner · Moritz Hardt |
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Poster
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Tue 15:00 |
Invariant Causal Prediction for Block MDPs Amy Zhang · Clare Lyle · Shagun Sodhani · Angelos Filos · Marta Kwiatkowska · Joelle Pineau · Yarin Gal · Doina Precup |
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Poster
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Tue 7:00 |
Characterizing Distribution Equivalence and Structure Learning for Cyclic and Acyclic Directed Graphs AmirEmad Ghassami · Alan Yang · Negar Kiyavash · Kun Zhang |