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