research
∙
09/14/2023
Doubly High-Dimensional Contextual Bandits: An Interpretable Model for Joint Assortment-Pricing
Key challenges in running a retail business include how to select produc...
share
research
∙
11/25/2021
Network regression and supervised centrality estimation
The centrality in a network is a popular metric for agents' network posi...
research
∙
06/16/2021
Nonparametric Empirical Bayes Estimation and Testing for Sparse and Heteroscedastic Signals
Large-scale modern data often involves estimation and testing for high-d...
research
∙
06/23/2018
Assumption Lean Regression
It is well known that models used in conventional regression analysis ar...
research
∙
06/11/2018
Valid Post-selection Inference in Assumption-lean Linear Regression
Construction of valid statistical inference for estimators based on data...
research
∙
02/15/2018