Workshop Date & Location
- June 25, 2010
- Dan Carmel, Haifa
- King Solomon (Shlomo) Room
Workshop Schedule
- 8:30 Welcome
- 8:40 Budgeted Learning - An Overview, Russ Greiner
- 9:10 Active Learning for Relational Domains, Ankit Kuwadekar and Jennifer Neville
- 9:30 Algorithms for Information Gathering on a Budget, Andreas Krause
- 10:10 Anytime Algorithms for Learning Resource-bounded Classifiers, Saher Esmeir and Shaul Markovitch
- 10:30 COFFEE BREAK
- 10:50 Constraints Driven Structured Learning with Indirect Supervision, Dan Roth
- 11:30 Some Impossibility Results on Budgeted Learning, Nicolo Cesa-Bianchi, Shai Shalev-Shwartz and Ohad Shamir
- 11:50 Poster Spotlights
- 12:00 LUNCH BREAK
- 13:50 Poster session
- 14:10 What Can We Learn From Learning Curves?, Rich Caruana
- 14:50 Active Inference and Learning for Classifying Streams Josh Attenberg and Foster Provost
- 15:10 Online Cost-Sensitive Learning for Efficient Interactive Classification, Rayid Ghani and Mohit Kumar
- 15:30 COFFEE BREAK
- 15:50 Boosting on a Feature Budget, Lev Reyzin
- 16:10 Guided Feature Labeling for Budget-Sensitive Learning Under Extreme Class Imbalance, Josh Attenberg, Foster Provost and Prem Melville
- 16:30 Collaborative Information Acquisition, Danxia Kong and Maytal Saar-Tsechansky
- 16:50 Panel Discussion
- 17:30 Conclude