Qianxin Yi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Low Rank Approximation

Tensor Decomposition

Iterative Algorithms

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Chenhao Wang, Qianxin Yi, Xiuwu Liao, Yao Wang
An Improved Frequent Directions Algorithm for Low-Rank Approximation via Block Krylov Iteration. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Qianxin Yi, Chenhao Wang, Kaidong Wang, Yao Wang
Effective Streaming Low-Tubal-Rank Tensor Approximation via Frequent Directions. IEEE Trans. Neural Networks Learn. Syst. 35 (1) (2024)
Qianxin Yi, Yiyang Yang, Shaojie Tang, Yao Wang
Efficient Generalized Low-Rank Tensor Contextual Bandits. CoRR (2023)
Chenhao Wang, Qianxin Yi, Xiuwu Liao, Yao Wang
An Improved Frequent Directions Algorithm for Low-Rank Approximation via Block Krylov Iteration. CoRR (2021)
Qianxin Yi, Chenhao Wang, Kaidong Wang, Yao Wang
Effective Streaming Low-tubal-rank Tensor Approximation via Frequent Directions. CoRR (2021)
Qianxin Yi, Chenhao Wang, Xiuwu Liao, Yao Wang
A Fast and Accurate Frequent Directions Algorithm for Low Rank Approximation via Block Krylov Iteration. ICASSP (2020)