https://github.com/jiayuzhou/MALSAR

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

matlab multi-task-clustering

Last synced: about 1 month ago
JSON representation

Multi-task learning via Structural Regularization

• Host: GitHub
• URL: https://github.com/jiayuzhou/MALSAR
• Owner: jiayuzhou
• License: gpl-2.0
• Created: 2014-02-03T21:55:26.000Z (over 10 years ago)
• Default Branch: master
• Last Pushed: 2021-02-12T19:16:33.000Z (over 3 years ago)
• Last Synced: 2024-03-18T12:13:46.655Z (3 months ago)
• Topics: matlab, multi-task-clustering
• Language: Matlab
• Size: 6.19 MB
• Stars: 130
• Watchers: 14
• Forks: 73
• Open Issues: 6
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Lists

• awesome-multi-task-learning - MALSAR - task learning via Structural Regularization (⚠️ Non-deep Learning) (Codebase / Recommendation)

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].