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Victor Chernozhukov

Applied Causal Inference Powered by ML and AI

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Mar 04, 2024
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Hyperparameter Tuning for Causal Inference with Double Machine Learning: A Simulation Study

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Feb 07, 2024
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DoubleMLDeep: Estimation of Causal Effects with Multimodal Data

Feb 01, 2024
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Hedonic Prices and Quality Adjusted Price Indices Powered by AI

Apr 28, 2023
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Future-Dependent Value-Based Off-Policy Evaluation in POMDPs

Jul 26, 2022
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Automatic Debiased Machine Learning for Dynamic Treatment Effects

Apr 09, 2022
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Omitted Variable Bias in Machine Learned Causal Models

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Dec 29, 2021
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RieszNet and ForestRiesz: Automatic Debiased Machine Learning with Neural Nets and Random Forests

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Oct 12, 2021
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Causal Bias Quantification for Continuous Treatment

Jun 17, 2021
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Deeply-Debiased Off-Policy Interval Estimation

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Jun 07, 2021
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