Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/jiayuzhou/MALSAR

Multi-task learning via Structural Regularization
https://github.com/jiayuzhou/MALSAR

matlab multi-task-clustering

Last synced: 3 months ago
JSON representation

Multi-task learning via Structural Regularization

Awesome Lists containing this project

README

        

MALSAR: Multi-task learning via Structural Regularization
======

The MALSAR (Multi-tAsk Learning via StructurAl Regularization) package includes the following multi-task learning algorithms:

- Mean-Regularized Multi-Task Learning
- Multi-Task Learning with Joint Feature Selection
- Robust Multi-Task Feature Learning
- Trace-Norm Regularized Multi-Task Learning
- Alternating Structural Optimization
- Incoherent Low-Rank and Sparse Learning
- Robust Low-Rank Multi-Task Learning
- Clustered Multi-Task Learning
- Multi-Task Learning with Graph Structures
- Disease Progression Models
- Incomplete Multi-Source Fusion (iMSF)
- Multi-Stage Multi-Source Fusion
- Multi-Task Clustering
- Multi-Task Calibration

If you have any questions regarding MALSAR, please contact Jiayu Zhou at [email protected].