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Guang Cheng
Guang Cheng
Trustworthy AI Lab, UCLA
E-mail confirmado em ucla.edu - Página inicial
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Citado por
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Ano
An Absorbing Markov Chain approach to understanding the microbial role in soil carbon stabilization
C Liang, G Cheng, DL Wixon, TC Balser
Biogeochemistry 106, 303-309, 2011
2672011
Linear or nonlinear? Automatic structure discovery for partially linear models
HH Zhang, G Cheng, Y Liu
Journal of the American Statistical Association 106 (495), 1099-1112, 2011
1942011
Simultaneous inference for high-dimensional linear models
X Zhang, G Cheng
Journal of the American Statistical Association 112 (518), 757-768, 2017
1752017
Bootstrap consistency for general semiparametric M-estimation
G Cheng, JZ Huang
1702010
A partially linear framework for massive heterogeneous data
T Zhao, G Cheng, H Liu
Annals of statistics 44 (4), 1400, 2016
1682016
Distributed inference for quantile regression processes
S Volgushev, SK Chao, G Cheng
1632019
Provable sparse tensor decomposition
WW Sun, J Lu, H Liu, G Cheng
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2017
1592017
Bootstrapping high dimensional time series
X Zhang, G Cheng
arXiv preprint arXiv:1406.1037, 2014
106*2014
Simultaneous clustering and estimation of heterogeneous graphical models
B Hao, WW Sun, Y Liu, G Cheng
Journal of Machine Learning Research 18 (217), 1-58, 2018
872018
Computational limits of a distributed algorithm for smoothing spline
Z Shang, G Cheng
Journal of Machine Learning Research 18 (108), 1-37, 2017
87*2017
Local and global asymptotic inference in smoothing spline models
Z Shang, G Cheng
742013
On the algorithmic stability of adversarial training
Y Xing, Q Song, G Cheng
Advances in neural information processing systems 34, 26523-26535, 2021
712021
Machine learning in/for blockchain: Future and challenges
F Chen, H Wan, H Cai, G Cheng
Canadian Journal of Statistics 49 (4), 1364-1382, 2021
702021
Bootstrapping upper confidence bound
B Hao, Y Abbasi Yadkori, Z Wen, G Cheng
Advances in neural information processing systems 32, 2019
662019
Nonparametric inference in generalized functional linear models
Z Shang, G Cheng
The Annals of Statistics, 1742-1773, 2015
652015
Sparse and low-rank tensor estimation via cubic sketchings
B Hao, AR Zhang, G Cheng
International conference on artificial intelligence and statistics, 1319-1330, 2020
642020
Semiparametric additive isotonic regression
G Cheng
Journal of Statistical Planning and Inference 139 (6), 1980-1991, 2009
632009
The cluster bootstrap consistency in generalized estimating equations
G Cheng, Z Yu, JZ Huang
Journal of Multivariate Analysis 115, 33-47, 2013
602013
Efficient variational inference for sparse deep learning with theoretical guarantee
J Bai, Q Song, G Cheng
Advances in Neural Information Processing Systems 33, 466-476, 2020
582020
Regularization matters: A nonparametric perspective on overparametrized neural network
T Hu, W Wang, C Lin, G Cheng
International Conference on Artificial Intelligence and Statistics, 829-837, 2021
542021
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