Concepedia

Changxiao Cai

CC

9

Publications

178

Citations

9

H-Index

2016

Active since

Affiliations

Princeton University(Current)

Tsinghua University

University of Pennsylvania

Carnegie Mellon University

Changxiao Cai is an author at Princeton University specializing in engineering, statistical inference, and machine learning.

Top concepts

EngineeringStatistical InferenceMachine LearningStatisticsData ScienceInverse ProblemsApproximation TheoryProbabilityComputer ScienceUncertainty Modeling

Publications per year

2016–2024

9

Publications

9

Subspace estimation from unbalanced and incomplete data matrices: ℓ2,∞ statistical guarantees

Changxiao Cai, Gen Li, Yuejie Chi et al. · The Annals of Statistics · 2021 · 37 citations · Full text

Incomplete Data Matrices, Engineering, High-dimensional Method +12

Structured Low-Rank Matrix Factorization for Haplotype Assembly

Changxiao Cai, Sujay Sanghavi, Haris Vikalo · IEEE Journal of Selected Topics in Signal Processing · 2016 · 26 citations

Genetics, Genetic Epidemiology, Genomics +16

Uncertainty Quantification for Nonconvex Tensor Completion: Confidence Intervals, Heteroscedasticity and Optimality

Changxiao Cai, H. Vincent Poor, Yuxin Chen · IEEE Transactions on Information Theory · 2022 · 21 citations · Full text

Low-rank Approximation, Unknown Tensor, Engineering +14

Is Q-Learning Minimax Optimal? A Tight Sample Complexity Analysis

Gen Li, Changxiao Cai, Yuxin Chen et al. · Operations Research · 2023 · 21 citations

Mathematical Programming, Artificial Intelligence, Engineering +16

Is Q-Learning Minimax Optimal? A Tight Sample Complexity Analysis

Gen Li, Changxiao Cai, Yuxin Chen · arXiv (Cornell University) · 2021 · 18 citations · Full text

Rows per page

1–5 of 9