9 search results - page 1 / 2 » Optimal Layered Learning: A PAC Approach to Incremental Samp... |
ALT
1993
Springer
13 years 8 months ago
1993
Springer
ICML
2010
IEEE
13 years 5 months ago
2010
IEEE
We consider the general, widely applicable problem of selecting from n real-valued random variables a subset of size m of those with the highest means, based on as few samples as ...
GECCO
2005
Springer
13 years 10 months ago
2005
Springer
In recent years there has been a growing interest in studying evolutionary algorithms for dynamic optimization problems due to its importance in real world applications. Several a...
CVPR
2003
IEEE
14 years 6 months ago
2003
IEEE
Inhomogeneous Gibbs model (IGM) [4] is an effective maximum entropy model in characterizing complex highdimensional distributions. However, its training process is so slow that th...
JMLR
2006
13 years 4 months ago
2006
Fast and frugal heuristics are well studied models of bounded rationality. Psychological research has proposed the take-the-best heuristic as a successful strategy in decision mak...