2634 search results - page 137 / 527 » Argument based machine learning |
142
Voted
COLT
2006
Springer
15 years 7 months ago
2006
Springer
Abstract. We develop a new error bound for transductive learning algorithms. The slack term in the new bound is a function of a relaxed notion of transductive stability, which meas...
106
Voted
ECTEL
2006
Springer
15 years 7 months ago
2006
Springer
Abstract. This paper investigates the use of ontologies in processes of collaborative learning and knowledge generation. The creation and use of ontologies is analysed from an acti...
150
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
Semi-supervised learning has emerged as a popular framework for improving modeling accuracy while controlling labeling cost. Based on an extension of stochastic composite likeliho...
158
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CVIU
2008
15 years 3 months ago
2008
This paper presents a search engine architecture, RETIN, aiming at retrieving complex categories in large image databases. For indexing, a scheme based on a two-step quantization ...
146
Voted
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
Online learning algorithms have recently risen to prominence due to their strong theoretical guarantees and an increasing number of practical applications for large-scale data ana...