An Efficient Algorithm for Convex Biclustering

We consider biclustering that clusters both samples and features and propose efficient convex biclustering procedures. The convex biclustering algorithm (COBRA) procedure solves twice the standard convex clustering problem that contains a non-differentiable function optimization. We instead convert...

Full description

Bibliographic Details
Published in:Mathematics
Main Authors: Jie Chen, Joe Suzuki
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Subjects:
Online Access:https://www.mdpi.com/2227-7390/9/23/3021