1641 search results - page 29 / 329 » Termination Analysis with Algorithmic Learning |
109
click to vote
NIPS
2001
15 years 4 months ago
2001
We give an unified convergence analysis of ensemble learning methods including e.g. AdaBoost, Logistic Regression and the Least-SquareBoost algorithm for regression. These methods...
122
Voted
TKDE
2008
15 years 3 months ago
2008
Linear Discriminant Analysis (LDA) has been a popular method for extracting features that preserves class separability. The projection functions of LDA are commonly obtained by max...
120
Voted
FSEN
2007
Springer
15 years 9 months ago
2007
Springer
Abstract. During the last years, timed automata have become a popular model for describing the behaviour of real-time systems. In particular, there has been much research on proble...
106
click to vote
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
This paper presents a theoretical framework for ranking, and demonstrates how to perform generalization analysis of listwise ranking algorithms using the framework. Many learning-...
138
Voted
ICPR
2008
IEEE
15 years 10 months ago
2008
IEEE
We propose a semi-supervised learning algorithm for discriminant analysis, which uses the geometric structure of both labeled and unlabeled samples and perform a manifold regulari...