Faculty Awards

“For deep, fundamental, and wide-ranging contributions to mathematical statistics and statistical machine learning, including high-dimensional asymptotics (ridge regression, PCA), multiple testing, randomization tests, scalable statistical learning via random projections and distributed learning, uncertainty quantification for machine learning (calibration, prediction sets), robustness, fairness, and Covid-19 pooled testing via hypergraph factorization.”

American Statistical Association

For fundamental contributions to the development of privacy-preserving data analysis methodologies; for groundbreaking theoretical advancements in understanding gradient-based optimization methods; for outstanding contributions to high-dimensional statistics, including false discovery rate control and limits in sparsity estimation; for wide-ranging contributions to the theoretical foundation of deep learning.

The highest level of graduate student scholarship at UNC-Chapel Hill

Recognition of the best doctoral dissertation-based paper appearing in a prestigious biostatistics journal completed during a calendar year

for the paper “OpenWAR: an open source system for evaluating overall player performance in major league baseball.”

For the paper, “Assessment and indirect adjustment for confounding by smoking in cohort studies using relative hazards model” with David Richardson, Steve Cole
and Dominique Laurier.

2011, 2013

For the paper, “The use of negative controls to detect confounding and other sources of error in experimental and observational science.” with Marc Lipsitch and Ted Cohen.

Wharton School, MBA Excellence in Teaching Award

Named the first recipient of The K.P. Chao Professorship

Fellow of the American Statistical Association

“A Learning-based Model for Imputing Missing Levels in Partial Conjoint Profiles,” co-authored with Y. Hue and T-H Ho, lead article and discussion paper, Vol. XLI (November 2004), 369-38

Wharton West WEMBA Teaching Award

AERA Outstanding Reviewer

2003, 2004, 2005

2001-2002, 2004-2005

1999, 2000, 2001, 2002

1998, 1999, 2001

Finalist, American Statistical Association Savage Award Dissertation Prize

Appointed Research Consultant, AT&T Bell Laboratories

Corporate Marketing Division

4-time winner