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Yongkai Chen
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Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms
P Ma, Y Chen, X Zhang, X Xing, J Ma, MW Mahoney
Journal of Machine Learning Research 23, 1--45, 2022
542022
Ensemble machine learning approach for screening of coronary heart disease based on echocardiography and risk factors
J Zhang, H Zhu, Y Chen, C Yang, H Cheng, Y Li, W Zhong, F Wang
BMC Medical Informatics and Decision Making 21 (1), 187, 2021
182021
Drug screening with zebrafish visual behavior identifies carvedilol as a potential treatment for an autosomal dominant form of retinitis pigmentosa
L Ganzen, MJ Ko, M Zhang, R Xie, Y Chen, L Zhang, R James, J Mumm, ...
Scientific reports 11 (1), 11432, 2021
18*2021
Smoothing splines approximation using Hilbert curve basis selection
C Meng, J Yu, Y Chen, W Zhong, P Ma
Journal of Computational and Graphical Statistics 31 (3), 802-812, 2022
102022
Best Subset Selection: Statistical Computing Meets Quantum Computing
W Zhong, Y Ke, Y Wang, Y Chen, J Chen, P Ma
arXiv preprint arXiv:2107.08359, 2021
12021
Bayesian Knowledge Distillation: A Bayesian Perspective of Distillation with Uncertainty Quantification.
L Fang, Y Chen, W Zhong, P Ma
ICML, 2024
2024
Orthogonal Multimodality Integration and Clustering in Multimodal Single-cell Data
Y Chen, Y Liu, H Lu, W Zhong, G Yuan, P Ma
BMC bioinformatics, 2024
2024
Elucidating dynamic cell lineages and gene networks in time-course single cell differentiation
M Zhang, Y Chen, D Yu, W Zhong, J Zhang, P Ma
Artificial intelligence in the life sciences 3, 100068, 2023
2023
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