Area of research
Statistics and Probability · Computational Mechanics
Research interest
Research interests include Mathematics, Statistics, Multivariate statistics, Nonparametric statistics, Estimator, and Least-squares function approximation.
Multivariate, heteroscedastic empirical Bayes via nonparametric maximum likelihood
Convex regression in multidimensions: Suboptimality of least squares estimators
Multivariate ranks and quantiles using optimal transport: Consistency, rates and nonparametric testing
Convex Regression in Multidimensions: Suboptimality of Least Squares Estimators
A Computational Framework for Multivariate Convex Regression and Its Variants
On risk bounds in isotonic and other shape restricted regression problems