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