researcher

T. Cai

57 papers hereh-index 458.9k citations111 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position

first author42
middle author11
last author3

Across the 56 of 57 papers where every author was matched, so the position is known.

fields

math.ST38
stat.ME12
stat.ML4
cs.IT1
math.PR1
stat.CO1

same name

T. Cai — 43 papers, h 19
T. Cai — 41 papers, h 70
T. Cai — 22 papers, h 12
T. Cai — 18 papers, h 9
T. Cai — 13 papers, h 18
T. Cai — 10 papers, h 8

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity

20042023

most citedPrediction in functional linear regression

585 citations · 1.7k across the 57 of their papers we have counts for

collaborators

Showing 2018 · math.STShow all

2 papers · 2 filters

math.ST2018★ 4 cited

Heteroskedastic PCA: Algorithm, Optimality, and Applications

Anru R. Zhang, T. Tony Cai, Yihong Wu

A general framework for principal component analysis (PCA) in the presence of heteroskedastic noise is introduced. We propose an algorithm called HeteroPCA, which involves iterativ…

math.ST2018★ 2 cited

Statistical and Computational Limits for Sparse Matrix Detection

T. Tony Cai, Yihong Wu

This paper investigates the fundamental limits for detecting a high-dimensional sparse matrix contaminated by white Gaussian noise from both the statistical and computational persp…