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Tianyu Zhang
Tianyu Zhang
Department of Statistics and Data Science, Carnegie Mellon University
Verified email at andrew.cmu.edu - Homepage
Title
Cited by
Cited by
Year
Multiple-purpose connectivity map analysis reveals the benefits of esculetin to hyperuricemia and renal fibrosis
Y Wang, W Kong, L Wang, T Zhang, B Huang, J Meng, B Yang, Z Xie, ...
International Journal of Molecular Sciences 21 (20), 7695, 2020
122020
An online projection estimator for nonparametric regression in reproducing kernel hilbert spaces
T Zhang, N Simon
Statistica Sinica 33 (1), 127, 2023
92023
Risk of venous and arterial thromboembolism in patients with giant cell arteritis and/or polymyalgia rheumatica: A Veterans Health Administration population‐based study in the …
D Michailidou, T Zhang, P Stamatis, B Ng
Journal of Internal Medicine 291 (5), 665-675, 2022
72022
A sieve stochastic gradient descent estimator for online nonparametric regression in Sobolev ellipsoids
T Zhang, N Simon
Annals of statistics 50 (5), 2848, 2022
62022
Regression in tensor product spaces by the method of sieves
T Zhang, N Simon
Electronic Journal of Statistics 17 (2), 3660-3727, 2023
52023
Predictive models for thromboembolic events in giant cell arteritis: A US veterans health administration population-based study
D Michailidou, T Zhang, NM Kuderer, GH Lyman, AP Diamantopoulos, ...
Frontiers in Immunology 13, 997347, 2022
22022
Online Estimation with Rolling Validation: Adaptive Nonparametric Estimation with Stream Data
T Zhang, J Lei
arXiv preprint arXiv:2310.12140, 2023
12023
Genome-scale fluxes predicted under the guidance of enzyme abundance using a novel hyper-cube shrink algorithm
Z Xie, T Zhang, Q Ouyang
Bioinformatics 34 (3), 502-510, 2018
12018
Evaluating and improving health equity and fairness of polygenic scores
T Zhang, G Zhou, L Klei, P Liu, A Chouldechova, H Zhao, K Roeder, ...
Human Genetics and Genomics Advances 5 (2), 2024
2024
Debiased Projected Two-Sample Comparisonscfor Single-Cell Expression Data
T Zhang, J Lei, K Roeder
arXiv preprint arXiv:2403.05679, 2024
2024
Forecasting the constraints on optical selection bias and projection effects of galaxy cluster lensing with multiwavelength data
C Zhou, HY Wu, AN Salcedo, S Grandis, T Jeltema, A Leauthaud, ...
arXiv preprint arXiv:2312.11789, 2023
2023
Improving Hi-C contact matrices using genome graphs
Y Shen, L Yu, Y Qiu, T Zhang, C Kingsford
bioRxiv, 2023
2023
Semiparametric Shape-restricted Estimators for Nonparametric Regression
K Takatsu, T Zhang, AK Kuchibhotla
arXiv preprint arXiv:2307.05732, 2023
2023
On the Optimality of Nuclear-norm-based Matrix Completion for Problems with Smooth Non-linear Structure
Y Xiang, T Zhang, X Wang, A Shojaie, N Simon
Journal of Machine Learning Research 24 (228), 1-38, 2023
2023
Modern Sieve Estimators for Nonparametric Problems: Streaming Data and High-dimensional Data
T Zhang
University of Washington, 2022
2022
Risk of Venous and Arterial Thromboembolism in Patients With Giant Cell Arteritis and/or Polymyalgia Rheumatica: A Veterans Health Administration Population-Based Study in the …
D Michailidou, T Zhang, P Stamatis, B Ng
Available at SSRN 3938824, 2021
2021
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