801 search results - page 45 / 161 » Machine Learning with Data Dependent Hypothesis Classes |
154
click to vote
KSEM
2009
Springer
15 years 9 months ago
2009
Springer
Abstract. Support Vector Machines (SVM) have been applied successfully in a wide variety of fields in the last decade. The SVM problem is formulated as a convex objective function...
ALT
2008
Springer
16 years 9 hour ago
2008
Springer
In this paper, we initiate a theoretical study of the problem of clustering data under interactive feedback. We introduce a query-based model in which users can provide feedback to...
112
click to vote
JMLR
2010
14 years 9 months ago
2010
We have developed a machine learning toolbox, called SHOGUN, which is designed for unified large-scale learning for a broad range of feature types and learning settings. It offers...
129
click to vote
AIR
2004
15 years 2 months ago
2004
Real-world data is never perfect and can often suffer from corruptions (noise) that may impact interpretations of the data, models created from the data and decisions made based on...
130
click to vote
IRI
2008
IEEE
15 years 9 months ago
2008
IEEE
Recovering design patterns applied in a system can help refactoring the system. Machine learning algorithms have been successfully applied in mining data patterns. However, one of...