Active Learning Challenge: Challenges in Machine Learning, volume 6

by Isabelle Guyon (Editor), Gavin Cawley (Editor), Gideon Dror (Editor)

This volume in the Challenges in Machine Learning series gathers the best contributions from the 2010 Active Learning Challenge competition and the associated workshop on Active Learning and Experimental Design held in conjunction with AISTATS 2010, which gathered academic and industry researchers belonging to the various communities of Artificial Intelligence, Machine Learning, Statistics and Data Mining. The papers provided here include tutorial material on active learning, reports on the competition and its results, a set of active learning case studies, and appendices providing definitive information about the competition datasets.

252 pages, Hardcover

First published December 12, 2012