T. Tony Cai

20 catalog papers. Name-matched publications do not establish a verified researcher identity.

Department of Statistics and Data Science, The Wharton School, University of Pennsylvania

Publications

• Optimal Differentially Private Ranking from Pairwise Comparisons* — Journal of the American Statistical Association 2026 (name-matched, not ORCID-linked)
• Optimal Permutation Recovery in Permuted Monotone Matrix Model — Journal of the American Statistical Association 2021 (name-matched, not ORCID-linked)
• Computational and statistical boundaries for submatrix localization in a large noisy matrix — The Annals of Statistics 2017 (name-matched, not ORCID-linked)
• Global testing against sparse alternatives in time-frequency analysis — The Annals of Statistics 2016 (name-matched, not ORCID-linked)
• Robust and computationally feasible community detection in the presence of arbitrary outlier nodes — The Annals of Statistics 2015 (name-matched, not ORCID-linked)
• ROP: Matrix recovery via rank-one projections — The Annals of Statistics 2015 (name-matched, not ORCID-linked)
• Optimal rates of convergence for sparse covariance matrix estimation — The Annals of Statistics 2012 (name-matched, not ORCID-linked)
• Optimal rates of convergence for covariance matrix estimation — The Annals of Statistics 2010 (name-matched, not ORCID-linked)
• Optimal rates of convergence for estimating the null density and proportion of nonnull effects in large-scale multiple testing — The Annals of Statistics 2010 (name-matched, not ORCID-linked)
• A data-driven block thresholding approach to wavelet estimation — The Annals of Statistics 2009 (name-matched, not ORCID-linked)
• Adaptive variance function estimation in heteroscedastic nonparametric regression — The Annals of Statistics 2008 (name-matched, not ORCID-linked)
• Robust nonparametric estimation via wavelet median regression — The Annals of Statistics 2008 (name-matched, not ORCID-linked)
• Effect of mean on variance function estimation in nonparametric regression — The Annals of Statistics 2008 (name-matched, not ORCID-linked)
• Estimation and confidence sets for sparse normal mixtures — The Annals of Statistics 2007 (name-matched, not ORCID-linked)
• Optimal adaptive estimation of a quadratic functional — The Annals of Statistics 2006 (name-matched, not ORCID-linked)
• Adaptive confidence balls — The Annals of Statistics 2006 (name-matched, not ORCID-linked)
• On adaptive estimation of linear functionals — The Annals of Statistics 2005 (name-matched, not ORCID-linked)
• Nonparametric estimation over shrinking neighborhoods: Superefficiency and adaptation — The Annals of Statistics 2005 (name-matched, not ORCID-linked)
• An adaptation theory for nonparametric confidence intervals — The Annals of Statistics 2004 (name-matched, not ORCID-linked)
• Minimax estimation of linear functionals over nonconvex parameter spaces — The Annals of Statistics 2004 (name-matched, not ORCID-linked)