Jason Ge

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 5

Top Topics

Sparse Learning

Horizontally Partitioned Data

High Dimensions

Distributed Systems

Top Venues

J. Mach. Learn. Res.

Publications

Jason Ge, Xingguo Li, Haoming Jiang, Han Liu, Tong Zhang, Mengdi Wang, Tuo Zhao
Picasso: A Sparse Learning Library for High Dimensional Data Analysis in R and Python. CoRR (2020)
Jason Ge, Xingguo Li, Haoming Jiang, Han Liu, Tong Zhang, Mengdi Wang, Tuo Zhao
Picasso: A Sparse Learning Library for High Dimensional Data Analysis in R and Python. J. Mach. Learn. Res. 20 (2019)
Jason Ge, Zhaoran Wang, Mengdi Wang, Han Liu
Minimax-Optimal Privacy-Preserving Sparse PCA in Distributed Systems. AISTATS (2018)
Xingguo Li, Lin Yang, Jason Ge, Jarvis D. Haupt, Tong Zhang, Tuo Zhao
On Quadratic Convergence of DC Proximal Newton Algorithm in Nonconvex Sparse Learning. NIPS (2017)
Xingguo Li, Lin F. Yang, Jason Ge, Jarvis D. Haupt, Tong Zhang, Tuo Zhao
On Quadratic Convergence of DC Proximal Newton Algorithm for Nonconvex Sparse Learning in High Dimensions. CoRR (2017)