3050 search results - page 124 / 610 » On-line Algorithms in Machine Learning |
144
Voted
COLT
2010
Springer
15 years 1 months ago
2010
Springer
Multiarmed bandit problem is a typical example of a dilemma between exploration and exploitation in reinforcement learning. This problem is expressed as a model of a gambler playi...
118
click to vote
NPL
2002
15 years 3 months ago
2002
The `kernel approach' has attracted great attention with the development of support vector machine (SVM) and has been studied in a general way. It offers an alternative soluti...
144
click to vote
ICML
2008
IEEE
16 years 4 months ago
2008
IEEE
Previous work has shown that the difficulties in learning deep generative or discriminative models can be overcome by an initial unsupervised learning step that maps inputs to use...
120
click to vote
ECML
2004
Springer
15 years 7 months ago
2004
Springer
Abstract. We investigate the application of classification techniques to the problem of information extraction (IE). In particular we use support vector machines and several differ...
151
Voted
ICMLA
2009
15 years 1 months ago
2009
Sparse representation for machine learning has been exploited in past years. Several sparse representation based classification algorithms have been developed for some application...