1454 search results - page 165 / 291 » Learning and Extending Sublanguages |
143
Voted
ICCV
2009
IEEE
16 years 9 months ago
2009
IEEE
Random Forests (RFs) have become commonplace
in many computer vision applications. Their
popularity is mainly driven by their high computational
efficiency during both training ...
127
Voted
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
We consider the exploration/exploitation problem in reinforcement learning (RL). The Bayesian approach to model-based RL offers an elegant solution to this problem, by considering...
142
Voted
ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
We address the problem of feature selection in a kernel space to select the most discriminative and informative features for classification and data analysis. This is a difficult ...
114
click to vote
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
We extend Support Vector Machines to input spaces that are sets by ensuring that the classifier is invariant to permutations of subelements within each input. Such permutations in...
133
Voted
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
RELIEF is considered one of the most successful algorithms for assessing the quality of features. In this paper, we propose a set of new feature weighting algorithms that perform s...