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PAMI
2010
103views more  PAMI 2010»
14 years 8 months ago
Tuning Support Vector Machines for Minimax and Neyman-Pearson Classification
Mark A. Davenport, Richard G. Baraniuk, Clayton Sc...
PKDD
2010
Springer
152views Data Mining» more  PKDD 2010»
14 years 8 months ago
Online Knowledge-Based Support Vector Machines
Prior knowledge, in the form of simple advice rules, can greatly speed up convergence in learning algorithms. Online learning methods predict the label of the current point and the...
Gautam Kunapuli, Kristin P. Bennett, Amina Shabbee...
PR
2010
101views more  PR 2010»
14 years 8 months ago
On-line independent support vector machines
Francesco Orabona, Claudio Castellini, Barbara Cap...
VL
2010
IEEE
216views Visual Languages» more  VL 2010»
14 years 8 months ago
Explanatory Debugging: Supporting End-User Debugging of Machine-Learned Programs
Many machine-learning algorithms learn rules of behavior from individual end users, such as taskoriented desktop organizers and handwriting recognizers. These rules form a “prog...
Todd Kulesza, Simone Stumpf, Margaret M. Burnett, ...