Spectral Algorithm for Low-rank Multitask Regression

Cited by: 0|Bibtex|Views12|Links

Abstract:

Multitask learning, i.e. taking advantage of the relatedness of individual tasks in order to improve performance on all of them, is a core challenge in the field of machine learning. We focus on matrix regression tasks where the rank of the weight matrix is constrained to reduce sample complexity. We introduce the common mechanism regre...More

Code:

Data:

Your rating :
0

 

Tags
Comments