Volume no :3, Issue no: 2, December (2015)

International Journal of Applied Mathematics and Machine Learning

CONVEX OPTIMIZATION PROBLEMS FOR MACHINE LEARNING AND BASIC PROPERTIES OF CONVEXITY

Author's: Jianqiang Gao, Bin Guo and S. Balan
Pages: [113] - [118]
Received Date: December 3, 2015
Submitted by:
DOI: http://dx.doi.org/10.18642/ijamml_7100121595

Abstract

Some convex optimization problems for machine learning and basic properties of convexity are introduced in this paper. The main purpose is to help readers understand the essence of the convex optimization for machine learning.

Keywords

convex optimization problems, machine learning, basic properties.