Experience

 
 
 
 
 
September 2016 – Present
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Research Scientist on Adaptive Experimentation

Core Data Science

 
 
 
 
 
June 2015 – September 2016
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Intern

Core Data Science

. Calibration of Heterogeneous Treatment Effects. 2019.

. Thompson Sampling for Contextual Bandit Problem swith Auxiliary Safety Constraints. NeurIPS Workshop: Safety and Robustness in Decision Making​, 2019.

Preprint

. Balanced Off-Policy Evaluation in General Action Spaces. 2019.

PDF

. Real-world Video Adaptation with Reinforcement Learning. ICML Workshop: RL4RealLife, 2019.

PDF

. Permutation Weighting. 2019.

PDF

. Ancillary Empirical Bayes. CODE, 2018.

. Homogenous Policy Change. CODE, 2018.

. Shrinkage Estimators in Online Experiments. KDD 2019, 2017.

PDF

. rdd. CRAN, 2016.

Code CRAN