139 search results - page 6 / 28 » On the Generalization Ability of On-Line Learning Algorithms |
JIFS
2002
14 years 9 months ago
2002
This work addresses the problem of finding the adjustable parameters of a learning algorithm using Genetic Algorithms. This problem is also known as the model selection problem. In...
CORR
2008
Springer
14 years 9 months ago
2008
Springer
Scheduling problems are generally NP-hard combinatorial problems, and a lot of research has been done to solve these problems heuristically. However, most of the previous approach...
CORR
2010
Springer
14 years 9 months ago
2010
Springer
We study online learnability of a wide class of problems, extending the results of [26] to general notions of performance measure well beyond external regret. Our framework simult...
IJCAI
2001
14 years 11 months ago
2001
Neural network ensemble is a learning paradigm where several neural networks are jointly used to solve a problem. In this paper, the relationship between the generalization abilit...
ATAL
2007
Springer
15 years 1 months ago
2007
Springer
The dominant existing routing strategies employed in peerto-peer(P2P) based information retrieval(IR) systems are similarity-based approaches. In these approaches, agents depend o...