Canyi Chen

According to our database, Canyi Chen authored at least 8 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A unified and efficient proximal gradient descent algorithm for penalized convoluted support vector machines.

Bingzhen Chen, Canyi Chen

Stat. Comput., April, 2026

2025

Efficient Distributed Learning over Decentralized Networks with Convoluted Support Vector Machine.

Canyi Chen, Nan Qiao, Liping Zhu

CoRR, March, 2025

Robust and efficient sparse learning over networks: a decentralized surrogate composite quantile regression approach.

Nan Qiao, Canyi Chen, Zhengtian Zhu

Stat. Comput., February, 2025

2024

Byzantine-robust and efficient distributed sparsity learning: a surrogate composite quantile regression approach.

Canyi Chen, Zhengtian Zhu

Stat. Comput., October, 2024

Robust multitask learning in high dimensions under memory constraint.

Canyi Chen, Bingzhen Chen, Lingchen Kong, Liping Zhu

Stat. Anal. Data Min., June, 2024

Fast and Robust Low-Rank Learning over Networks: A Decentralized Matrix Quantile Regression Approach.

Nan Qiao, Canyi Chen

J. Comput. Graph. Stat., 2024

2023

Distributed Decoding From Heterogeneous 1-Bit Compressive Measurements.

Canyi Chen, Liping Zhu

J. Comput. Graph. Stat., 2023

2022

Distributed estimation in heterogeneous reduced rank regression: With application to order determination in sufficient dimension reduction.

Canyi Chen, Wangli Xu, Liping Zhu

J. Multivar. Anal., 2022