Xingcai Zhou

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 9

Top Topics

Quantile Regression

Distributed Learning

Electricity Consumption

Top Venues

Pattern Recognit.

J. Comput. Appl. Math.

Publications

Xingcai Zhou, Guang Yang
More communication-efficient distributed sparse learning. Inf. Sci. 668 (2024)
Xingcai Zhou, Guang Yang
Communication-efficient and privacy-preserving large-scale federated learning counteracting heterogeneity. Inf. Sci. 661 (2024)
Xingcai Zhou, Guang Yang, Le Chang, Shaogao Lv
Efficient Byzantine-robust distributed inference with regularization: A trade-off between compression and adversary. Inf. Sci. 678 (2024)
Xingcai Zhou, Le Chang, Pengfei Xu, Shaogao Lv
Communication-efficient and Byzantine-robust distributed learning with statistical guarantee. Pattern Recognit. 137 (2023)
Xingcai Zhou
Uniform convergence rates for wavelet curve estimation in sup-norm loss. J. Comput. Appl. Math. 400 (2022)
Xingcai Zhou, Jiangyan Wang, Hongxia Wang, Jinguan Lin
Panel semiparametric quantile regression neural network for electricity consumption forecasting. Ecol. Informatics 67 (2022)
Xingcai Zhou, Le Chang, Pengfei Xu, Shaogao Lv
Communication-efficient Byzantine-robust distributed learning with statistical guarantee. CoRR (2021)
Qibing Gao, Chunhua Zhu, Xiuli Du, Xingcai Zhou, Dingxin Yin
The Asymptotic Properties of Scad Penalized Generalized Linear Models with Adaptive Designs. J. Syst. Sci. Complex. 34 (2) (2021)
Xingcai Zhou, Jiangyan Wang
Panel semiparametric quantile regression neural network for electricity consumption forecasting. CoRR (2021)
Xingcai Zhou, Changchun Tan
Monte Carlo EM algorithm for two-component mixture of generalized linear random effects models with varying coefficients. EMEIT (2011)
Xingcai Zhou, Changchun Tan
-Distribution. Commun. Stat. Simul. Comput. 39 (1) (2010)
Xingcai Zhou, Xinsheng Liu
The Monte Carlo EM method for estimating multinomial probit latent variable models. Comput. Stat. 23 (2) (2008)
Xingcai Zhou, Xinsheng Liu
The EM algorithm for the extended finite mixture of the factor analyzers model. Comput. Stat. Data Anal. 52 (8) (2008)