Accepted posters

  1. Gaussian Processes for Global Optimization - Roman Garnett, Michael A. Osborne, Stephen J. Roberts
  2. Active Data Selection with Faults and Changepoints - Michael A. Osborne, Roman Garnett, Stephen J. Roberts
  3. Decision-theoretic Planning under Uncertainty for Cooperative Active Perception - Matthijs T.J. Spaan, Pedro U. Lima
  4. Active Filtering for robotic tactile learning - Hannes P. Saal, Jo-Anne Ting, Sethu Vijayakumar
  5. Active Learning with an ERM Oracle - Alina Beygelzimer, Daniel Hsu, John Langford, Tong Zhang
  6. Dynamic sensing policies for monitoring arterial road traffic - Aude Hofleitner, Saurabh Amin, Ryan Herring, Pieter Abbeel, Alexandre Bayen
  7. Robust Selective Sampling from Single and Multiple Teachers - Ofer Dekel, Claudio Gentile, Karthik Sridharan
  8. Gaussian Process Bandits: An Experimental Design Approach - Niranjan Srinivas, Andreas Krause, Sham M Kakade, Matthias Seeger
  9. Efficient Resource-constrained Retrospective Analysis of Long Video Sequences - Daozheng Chen, Mustafa Bilgic, Lise Getoor, David Jacobs
  10. Activized Learning: Transforming Passive to Active with Improved Lable Complexity - Steve Hanneke