Convex Factorization Machine for Toxicogenomics Prediction

KDD, pp. 1215-1224, 2017.

Cited by: 16|Bibtex|Views29|Links
EI

Abstract:

We introduce the convex factorization machine (CFM), which is a convex variant of the widely used Factorization Machines (FMs). Specifically, we employ a linear+quadratic model and regularize the linear term with the ℓ2-regularizer and the quadratic term with the trace norm regularizer. Then, we formulate the CFM optimization as a semidef...More

Code:

Data:

Your rating :
0

 

Tags
Comments