2683 search results - page 23 / 537 » Machine learning problems from optimization perspective |
129
Voted
GECCO
2007
Springer
15 years 6 months ago
2007
Springer
Recently, evolutionary computation has been successfully integrated into statistical learning methods. A Support Vector Machine (SVM) using evolution strategies for its optimizati...
108
Voted
ECTEL
2006
Springer
15 years 5 months ago
2006
Springer
The paper covers the topic from an e-learning provider's perspective on the basis of practical experience and discussions with corporate and SME partners. In this paper the au...
102
Voted
ICALT
2005
IEEE
15 years 7 months ago
2005
IEEE
This paper reports MALESAbrain an intelligent online tool for problem-based learning (PBL) in IT education. The learning model of MALESAbrain is built on the notions of threshold ...
118
Voted
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
This paper suggests a method for multiclass learning with many classes by simultaneously learning shared characteristics common to the classes, and predictors for the classes in t...
107
Voted
ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
We address the problem of learning a kernel for a given supervised learning task. Our approach consists in searching within the convex hull of a prescribed set of basic kernels fo...