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Ilya Shpitser

Zero Inflation as a Missing Data Problem: a Proxy-based Approach

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Jun 01, 2024
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Evaluation of Active Feature Acquisition Methods for Time-varying Feature Settings

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Dec 07, 2023
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Evaluation of Active Feature Acquisition Methods for Static Feature Settings

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Dec 07, 2023
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Identification and Estimation for Nonignorable Missing Data: A Data Fusion Approach

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Nov 15, 2023
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An Introduction to Causal Inference Methods for Observational Human-Robot Interaction Research

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Oct 31, 2023
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When does the ID algorithm fail?

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Jul 07, 2023
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Partial Identification of Causal Effects Using Proxy Variables

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Apr 23, 2023
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Causal Discovery in Linear Latent Variable Models Subject to Measurement Error

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Nov 08, 2022
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Causal and counterfactual views of missing data models

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Oct 11, 2022
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Combining Experimental and Observational Data for Identification of Long-Term Causal Effects

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Jan 26, 2022
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