Active Learning and Experimental Design @ AISTATS

Publications

2011

Zalán Bodó, Zsolt Minier, Lehel Csató
Active Learning with Clustering. Active Learning and Experimental Design @ AISTATS (2011)
J. Xie, T. Xiong
Stochastic Semi-supervised Learning. Active Learning and Experimental Design @ AISTATS (2011)
C.-H. Ho, M.-H. Tsai, C.-J. Lin
Active Learning and Experimental Design with SVMs. Active Learning and Experimental Design @ AISTATS (2011)
Chris Lovell, Gareth L. Jones, Steve R. Gunn, Klaus-Peter Zauner
Autonomous Experimentation. Active Learning and Experimental Design @ AISTATS (2011)
Katrin Tomanek, Katharina Morik
Inspecting Sample Reusability for Active Learning. Active Learning and Experimental Design @ AISTATS (2011)
Gavin C. Cawley
Baseline Methods for Active Learning. Active Learning and Experimental Design @ AISTATS (2011)
Burr Settles
From Theories to Queries. Active Learning and Experimental Design @ AISTATS (2011)
Matthieu Geist, Olivier Pietquin
Managing Uncertainty within KTD. Active Learning and Experimental Design @ AISTATS (2011)
Isabelle Guyon, Gavin C. Cawley, Gideon Dror, Vincent Lemaire
Results of the Active Learning Challenge. Active Learning and Experimental Design @ AISTATS (2011)
Liang Lan, Haidong Shi, Zhuang Wang, Slobodan Vucetic
Active Learning Based on Parzen Window. Active Learning and Experimental Design @ AISTATS (2011)
Yukun Chen, Subramani Mani
Active Learning for Unbalanced Data in the Challenge with Multiple Models and Biasing. Active Learning and Experimental Design @ AISTATS (2011)
Alexander Borisov, Eugene Tuv, George C. Runger
Active Batch Learning with Tree Ensembles. Active Learning and Experimental Design @ AISTATS (2011)

volume 16, 2011

Active Learning and Experimental Design workshop, In conjunction with AISTATS 2010, Sardinia, Italy, May 16, 2010 Active Learning and Experimental Design @ AISTATS 16 (2011)