Simultaneous Parameter Learning and Bi-clustering for Multi-Response Models

We consider multi-response and multi-task regression models, where the parameter matrix to be estimated is expected to have an unknown grouping structure. The groupings can be along tasks, or features, or both, the last one indicating a bi-cluster or “checkerboard” structure. Discovering this groupi...

Descripción completa

Detalles Bibliográficos
Autores principales: Yu, Ming, Natesan Ramamurthy, Karthikeyan, Thompson, Addie, Lozano, Aurélie C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Big Data
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7931892/
https://www.ncbi.nlm.nih.gov/pubmed/33693350
http://dx.doi.org/10.3389/fdata.2019.00027

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7931892/
https://www.ncbi.nlm.nih.gov/pubmed/33693350
http://dx.doi.org/10.3389/fdata.2019.00027

Ejemplares similares