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Qiang Sun
Qiang Sun
Professor of Statistics and Computer Science, University of Toronto & MBZUAI
E-mail confirmado em utoronto.ca - Página inicial
Título
Citado por
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Ano
Adaptive Huber regression
Q Sun, W Zhou, J Fan
Journal of the American Statistical Association. 115 (529), 254-265, 2020
3472020
Metagenome-wide association of gut microbiome features for schizophrenia
F Zhu, Y Ju, W Wang, Q Wang, R Guo, Q Ma, Q Sun, Y Fan, Y Xie, Z Yang, ...
Nature Communications 11 (1), 1612, 2020
3192020
Transplantation of microbiota from drug-free patients with schizophrenia causes schizophrenia-like abnormal behaviors and dysregulated kynurenine metabolism in mice
F Zhu, R Guo, W Wang, Y Ju, Q Wang, Q Ma, Q Sun, Y Fan, Y Xie, Z Yang, ...
Molecular Psychiatry 25 (11), 2905-2918, 2020
2922020
I-LAMM for sparse learning: Simultaneous control of algorithmic complexity and statistical error
J Fan, H Liu, Q Sun, T Zhang
The Annals of Statistics 46 (2), 814-841, 2018
1372018
Compositional and functional features of the female premenopausal and postmenopausal gut microbiota
H Zhao, J Chen, X Li, Q Sun, P Qin, Q Wang
FEBS Letters 593 (18), 2655-2664, 2019
1092019
Hoeffding's inequality for general Markov chains and its applications to statistical learning
J Fan, B Jiang, Q Sun
The Journal of Machine Learning Research, 22(139):1−35., 2021
922021
User-friendly covariance estimation for heavy-tailed distributions
Y Ke, S Minsker, Z Ren, Q Sun, WX Zhou
Statistical Science 34 (3), 454-471, 2019
862019
Principal component analysis for big data
J Fan, Q Sun, WX Zhou, Z Zhu
Wiley StatsRef: Statistics Reference Online, 1-13, 2018
782018
FarmTest: Factor-adjusted robust multiple testing with approximate false discovery control
J Fan, Y Ke, Q Sun, WX Zhou
Journal of the American Statistical Association, 2019
72*2019
Bernstein's inequalities for general Markov chains
B Jiang, Q Sun, J Fan
arXiv preprint arXiv:1805.10721, 2018
412018
Statistical sparse online regression: A diffusion approximation perspective
J Fan, W Gong, CJ Li, Q Sun
International Conference on Artificial Intelligence and Statistics, 1017-1026, 2018
372018
Sparse reduced rank Huber regression in high dimensions
KM Tan, Q Sun, D Witten
Journal of the American Statistical Association 118 (544), 2383-2393, 2023
33*2023
Sex differences in the oral microbiome, host traits, and their causal relationships
X Liu, X Tong, Z Jie, J Zhu, L Tian, Q Sun, Y Ju, L Zou, H Lu, X Qiu, Q Li, ...
IScience 26 (1), 2023
302023
Iteratively reweighted ℓ1-penalized robust regression
X Pan, Q Sun, WX Zhou
Electronic Journal of Statistics 15 (1), 3287-3348, 2021
30*2021
An analysis of classical multidimensional scaling with applications to clustering
A Little, Y Xie, Q Sun
Information and Inference: A Journal of the IMA 12 (1), 72-112, 2023
29*2023
Stacked self-attention networks for visual question answering
Q Sun, Y Fu
Proceedings of the 2019 on International Conference on Multimedia Retrieval …, 2019
272019
Graphical nonconvex optimization via an adaptive convex relaxation
Q Sun, KM Tan, H Liu, T Zhang
International Conference on Machine Learning, 4810-4817, 2018
26*2018
Up-regulation of mRNA ventricular PRNP prion protein gene expression in air pollution highly exposed young urbanites: endoplasmic reticulum stress, glucose regulated protein 78 …
R Villarreal-Calderon, M Franco-Lira, A González-Maciel, ...
International Journal of Molecular Sciences 14 (12), 23471-23491, 2013
202013
Recognition and classification of single melt tracks using deep neural network: A fast and effective method to determine process windows in selective laser melting
W Xing, T Lyu, X Chu, Y Rong, CG Lee, Q Sun, Y Zou
Journal of Manufacturing Processes 68, 1746-1757, 2021
192021
Comp-GAN: Compositional generative adversarial network in synthesizing and recognizing facial expression
W Wang, Q Sun, Y Fu, T Chen, C Cao, Z Zheng, G Xu, H Qiu, YG Jiang, ...
Proceedings of the 27th ACM International Conference on Multimedia, 211-219, 2019
192019
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