3050 search results - page 100 / 610 » On-line Algorithms in Machine Learning |
147
Voted
ALT
2000
Springer
15 years 7 months ago
2000
Springer
In this paper1 we propose a new algorithm for providing confidence and credibility values for predictions on a multi-class pattern recognition problem which uses Support Vector mac...
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...
137
Voted
ICML
2009
IEEE
15 years 10 months ago
2009
IEEE
Virtually all methods of learning dynamic systems from data start from the same basic assumption: that the learning algorithm will be provided with a sequence, or trajectory, of d...
162
Voted
COLT
1998
Springer
15 years 7 months ago
1998
Springer
A new algorithm for learning one-variable pattern languages is proposed and analyzed with respect to its average-case behavior. We consider the total learning time that takes into...
135
click to vote
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
In many real-world domains, undirected graphical models such as Markov random fields provide a more natural representation of the dependency structure than directed graphical mode...