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» Learning minimal abstractions
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61
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COLT
1993
Springer
15 years 2 months ago
Asking Questions to Minimize Errors
Nader H. Bshouty, Sally A. Goldman, Thomas R. Hanc...
56
Voted
COLT
2010
Springer
14 years 8 months ago
On-line Variance Minimization in O(n2) per Trial?
Elad Hazan, Satyen Kale, Manfred K. Warmuth
ECML
1998
Springer
15 years 2 months ago
Theoretical Results on Reinforcement Learning with Temporally Abstract Options
Doina Precup, Richard S. Sutton, Satinder P. Singh
85
Voted
COLT
2010
Springer
14 years 8 months ago
The Convergence Rate of AdaBoost
Abstract. We pose the problem of determining the rate of convergence at which AdaBoost minimizes exponential loss. Boosting is the problem of combining many "weak," high-...
Robert E. Schapire
124
Voted
MICCAI
2005
Springer
15 years 3 months ago
Learning Best Features for Deformable Registration of MR Brains
Abstract. This paper presents a learning method to select best geometric features for deformable brain registration. Best geometric features are selected for each brain location, a...
Guorong Wu, Feihu Qi, Dinggang Shen