Pinned Repositories
CNN-MSCC
Data-Mining-Course-Project-Scrape-Arxiv-Data
DMopWC
HSC
A efficient online dictionary learning package
MMLC
Multi-Task-Dictionary-Learning
We formulate an unsupervised framework for multi-task sparse feature learning based on a novel dictionary learning algorithm. To solve the unsupervised learning problem, we propose a two-stage Multi-Source Multi-Target Dictionary Learning (MMDL) algorithm. In stage 1, we propose a multi-source dictionary learning method to utilize the common and individual sparse features in different time slots. In stage 2, supported by a rigorous theoretical analysis, we develop a multi-task learning method to solve the missing label problem.
multi-task-sparse-screening
zj00377's Repositories
zj00377/DMopWC
zj00377/MMLC
zj00377/CNN-MSCC
zj00377/Data-Mining-Course-Project-Scrape-Arxiv-Data
zj00377/HSC
A efficient online dictionary learning package
zj00377/Multi-Task-Dictionary-Learning
We formulate an unsupervised framework for multi-task sparse feature learning based on a novel dictionary learning algorithm. To solve the unsupervised learning problem, we propose a two-stage Multi-Source Multi-Target Dictionary Learning (MMDL) algorithm. In stage 1, we propose a multi-source dictionary learning method to utilize the common and individual sparse features in different time slots. In stage 2, supported by a rigorous theoretical analysis, we develop a multi-task learning method to solve the missing label problem.
zj00377/multi-task-sparse-screening