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» On-line Algorithms in Machine Learning
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94
Voted
ICML
2010
IEEE
15 years 6 months ago
Analysis of a Classification-based Policy Iteration Algorithm
Alessandro Lazaric, Mohammad Ghavamzadeh, Ré...
128
Voted
ML
2002
ACM
142views Machine Learning» more  ML 2002»
15 years 5 months ago
Convergence of a Generalized SMO Algorithm for SVM Classifier Design
S. Sathiya Keerthi, Elmer G. Gilbert
136
Voted
ICML
1998
IEEE
16 years 6 months ago
Ridge Regression Learning Algorithm in Dual Variables
Craig Saunders, Alexander Gammerman, Volodya Vovk
178
Voted
JMLR
2012
13 years 8 months ago
Bayesian Comparison of Machine Learning Algorithms on Single and Multiple Datasets
We propose a new method for comparing learning algorithms on multiple tasks which is based on a novel non-parametric test that we call the Poisson binomial test. The key aspect of...
Alexandre Lacoste, François Laviolette, Mar...