JMLR - Proceedings Track, Volume 16

Volume 16, April 2011

• Burr Settles:
  From Theories to Queries. 1-18
  

• Isabelle Guyon, Gavin C. Cawley, Gideon Dror, Vincent Lemaire:
  Results of the Active Learning Challenge. 19-45
  
• Gavin C. Cawley:
  Baseline Methods for Active Learning. 47-57
  
• Alexander Borisov, Eugene Tuv, George C. Runger:
  Active Batch Learning with Tree Ensembles. 59-69
  
• C.-H. Ho, M.-H. Tsai, C.-J. Lin:
  Active Learning and Experimental Design with SVMs. 71-84
  
• J. Xie, T. Xiong:
  Stochastic Semi-supervised Learning. 85-98
  
• Liang Lan, Haidong Shi, Zhuang Wang, Slobodan Vucetic:
  Active Learning Based on Parzen Window. 99-112
  
• Y. Chen, S. Mani:
  Active Learning for Unbalanced Data in the Challenge with Multiple Models and Biasing. 113-126
  
• Zalán Bodó, Zsolt Minier, Lehel Csató:
  Active Learning with Clustering. 127-139
  

• Chris Lovell, Gareth Jones, Steve R. Gunn, Klaus-Peter Zauner:
  Autonomous Experimentation. 141-155
  
• Matthieu Geist, Olivier Pietquin:
  Managing Uncertainty within KTD. 157-168
  
• Katrin Tomanek, Katharina Morik:
  Inspecting Sample Reusability for Active Learning. 169-181
  

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