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Poster
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Wed 10:00
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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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Tue 15:00
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Double Reinforcement Learning for Efficient and Robust Off-Policy Evaluation
Nathan Kallus · Masatoshi Uehara
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Poster
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Tue 9:00
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LazyIter: A Fast Algorithm for Counting Markov Equivalent DAGs and Designing Experiments
Ali Teshnizi · Saber Salehkaleybar · Negar Kiyavash
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Workshop
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Structure Mapping for Transferability of Causal Models
Purva Pruthi
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Poster
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Tue 7:00
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Characterizing Distribution Equivalence and Structure Learning for Cyclic and Acyclic Directed Graphs
AmirEmad Ghassami · Alan Yang · Negar Kiyavash · Kun Zhang
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Poster
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Tue 15:00
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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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Thu 6:00
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Causal Inference using Gaussian Processes with Structured Latent Confounders
Sam Witty · Kenta Takatsu · David Jensen · Vikash Mansinghka
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Poster
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Wed 5:00
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Causal Modeling for Fairness In Dynamical Systems
Elliot Creager · David Madras · Toniann Pitassi · Richard Zemel
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Poster
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Wed 8:00
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Alleviating Privacy Attacks via Causal Learning
Shruti Tople · Amit Sharma · Aditya Nori
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Poster
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Tue 8:00
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Efficient Identification in Linear Structural Causal Models with Auxiliary Cutsets
Daniel Kumor · Carlos Cinelli · Elias Bareinboim
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Workshop
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Fri 12:40
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Invited Talk: Feedback in Imitation Learning: Confusion on Causality and Covariate Shift (Arun Venkatraman & Sanjiban Choudhury)
Sanjiban Choudhury · Arun Venkatraman
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Poster
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Wed 5:00
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Efficient Intervention Design for Causal Discovery with Latents
Raghavendra Addanki · Shiva Kasiviswanathan · Andrew McGregor · Cameron Musco
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