ALT
2008
Springer
14 years 2 months ago
2008
Springer
Abstract. We consider the problem of sequence prediction in a probabilistic setting. Let there be given a class C of stochastic processes (probability measures on the set of one-wa...
ALT
2008
Springer
14 years 2 months ago
2008
Springer
ALT
2008
Springer
14 years 2 months ago
2008
Springer
ALT
2008
Springer
14 years 9 months ago
2008
Springer
ALT
2008
Springer
14 years 9 months ago
2008
Springer
ALT
2008
Springer
14 years 9 months ago
2008
Springer
We give a bound on the expected reconstruction error for a general coding method where data in a Hilbert space are represented by finite dimensional coding vectors. The result can...
ALT
2008
Springer
14 years 9 months ago
2008
Springer
In the inductive inference framework of learning in the limit, a variation of the bounded example memory (Bem) language learning model is considered. Intuitively, the new model con...
ALT
2008
Springer
14 years 9 months ago
2008
Springer
This paper extends previous studies on learnability in non-acceptable numberings by considering the question: for which criteria which numberings are optimal, that is, for which nu...
ALT
2008
Springer
14 years 9 months ago
2008
Springer
Gold’s original paper on inductive inference introduced a notion of an optimal learner. Intuitively, a learner identifies a class of objects optimally iff there is no other lea...
ALT
2008
Springer
14 years 9 months ago
2008
Springer
In numerous application areas fast growing data sets develop with ever higher complexity and dynamics. A central challenge is to filter the substantial information and to communic...