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09/21/2021
PKLM: A flexible MCAR test using Classification
We develop a fully non-parametric, fast, easy-to-use, and powerful test ...
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06/07/2021
Proper Scoring Rules for Missing Value Imputation
Given the prevalence of missing data in modern statistical research, a b...
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01/24/2021
Solving optimal stopping problems with Deep Q-Learning
We propose a reinforcement learning (RL) approach to model optimal exerc...
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05/29/2020
Distributional Random Forests: Heterogeneity Adjustment and Multivariate Distributional Regression
We propose an adaptation of the Random Forest algorithm to estimate the ...
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05/12/2020
High Probability Lower Bounds for the Total Variation Distance
The statistics and machine learning communities have recently seen a gro...
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03/14/2019
