777 search results - page 65 / 156 » Learning dynamic algorithm portfolios |
119
Voted
ICASSP
2009
IEEE
15 years 9 months ago
2009
IEEE
In this paper, we propose a distributed learning strategy in wireless sensor networks. Taking advantage of recent developments on kernel-based machine learning, we consider a new ...
130
Voted
CIA
2006
Springer
15 years 6 months ago
2006
Springer
Abstract. We adopt the Markov chain framework to model bilateral negotiations among agents in dynamic environments and use Bayesian learning to enable them to learn an optimal stra...
124
Voted
AAAI
2006
15 years 4 months ago
2006
Transfer learning concerns applying knowledge learned in one task (the source) to improve learning another related task (the target). In this paper, we use structure mapping, a ps...
107
Voted
KI
2002
Springer
15 years 2 months ago
2002
Springer
In this paper, we present an approach for learning interest profiles implicitly from positive user observations only. This approach eliminates the need to prompt users for ratings...
124
Voted
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
This paper addresses exact learning of Bayesian network structure from data and expert's knowledge based on score functions that are decomposable. First, it describes useful ...