Zengyan Fan

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 6

Top Topics

Quantile Regression

High Dimensions

Distributed Learning

Convergence Rate

Top Venues

J. Multivar. Anal.

J. Mach. Learn. Res.

Comput. Stat. Data Anal.

Publications

Syabil Soedirman, Fang Liu, Zengyan Fan, Wei Zhang
It Is About Weather: Explainable Machine Learning for Traffic Accident Understanding. SMC (2023)
Heng Lian, Jiamin Liu, Zengyan Fan
Distributed learning for sketched kernel regression. Neural Networks 143 (2021)
Shaogao Lv, Zengyan Fan, Heng Lian, Taiji Suzuki, Kenji Fukumizu
A reproducing kernel Hilbert space approach to high dimensional partially varying coefficient model. Comput. Stat. Data Anal. 152 (2020)
Zengyan Fan, Heng Lian
Quantile regression for additive coefficient models in high dimensions. J. Multivar. Anal. 164 (2018)
Heng Lian, Zengyan Fan
Divide-and-Conquer for Debiased $l_1$-norm Support Vector Machine in Ultra-high Dimensions. J. Mach. Learn. Res. 18 (2017)
Zengyan Fan, Heng Lian
Minimax convergence rates for kernel CCA. J. Multivar. Anal. 150 (2016)
Heng Lian, Jie Meng, Zengyan Fan
Simultaneous estimation of linear conditional quantiles with penalized splines. J. Multivar. Anal. 141 (2015)