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Synthetic Combinations: A Causal Inference Framework for Combinatorial
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Convergence Rates of Oblique Regression Trees for Flexible Function
LibrariesAnnals of Statistics (Ann. Stat.), 2022 |
Fast Instrument Learning with Faster RatesNeural Information Processing Systems (NeurIPS), 2022 |
Label Ranking through Nonparametric RegressionInternational Conference on Machine Learning (ICML), 2021 |
Large Scale Prediction with Decision TreesJournal of the American Statistical Association (JASA), 2021 |
Increasing the efficiency of randomized trial estimates via linear
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Debiased Machine Learning of Set-Identified Linear ModelsJournal of Econometrics (JE), 2017 |