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Poster
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Causal Inference in the Closed-Loop: Marginal Structural Models for Sequential Excursion Effects
Alexander Levis · Gabriel Loewinger · Francisco Pereira
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Poster
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Fri 11:00
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Towards Estimating Bounds on the Effect of Policies under Unobserved Confounding
Alexis Bellot · Silvia Chiappa
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Workshop
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Sat 11:15
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Causal Order: The Key to Leveraging Imperfect Experts in Causal Inference
Aniket Vashishtha · Abbavaram Gowtham Reddy · Abhinav Kumar · Saketh Bachu · Vineeth N Balasubramanian · Amit Sharma
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Poster
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Fri 16:30
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Identifying Causal Effects Under Functional Dependencies
Yizuo Chen · Adnan Darwiche
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Workshop
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Causal Order: The Key to Leveraging Imperfect Experts in Causal Inference
Aniket Vashishtha · Abbavaram Gowtham Reddy · Abhinav Kumar · Saketh Bachu · Vineeth N Balasubramanian · Amit Sharma
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Poster
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Fri 11:00
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Estimating Heterogeneous Treatment Effects by Combining Weak Instruments and Observational Data
Miruna Oprescu · Nathan Kallus
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Workshop
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DAG-aware Transformer for Causal Effect Estimation
Manqing Liu · David Bellamy · Andrew Beam
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Poster
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Thu 11:00
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Unveiling the Potential of Robustness in Selecting Conditional Average Treatment Effect Estimators
Yiyan Huang · Cheuk Hang LEUNG · Siyi WANG · YIJUN LI · Qi WU
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Poster
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Thu 11:00
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End-To-End Causal Effect Estimation from Unstructured Natural Language Data
Nikita Dhawan · Leonardo Cotta · Karen Ullrich · Rahul Krishnan · Chris Maddison
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Workshop
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Efficient Experimentation for Estimation of Continuous and Discrete Conditional Treatment Effects
Muhammed Razzak · Panagiotis Tigas · Andrew Jesson · Yarin Gal · Uri Shalit
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