SVM Based Active Learning with Exploration

Patrick Lindstrom, Dublin Institute of Technology
Rong Hu, Dublin Institute of Technology
Sarah Jane Delany, Dublin Institute of Technology
Brian Mac Namee, Dublin Institute of Technology

Document Type Conference Paper

AISTATS 2010 Active Learning and Experimental Design Wrokshop Poster Highlight Papers.

Abstract

This paper proposes using exploration guided approaches to select both informative and representative instances to present for labelling in an active learning process.