2588 search results - page 8 / 518 » Applications of Kolmogorov complexity to computable model th... |
FROCOS
2007
Springer
14 years 3 months ago
2007
Springer
Abstract. We present an overview of results on hierarchical and modular reasoning in complex theories. We show that for a special type of extensions of a base theory, which we call...
TKDE
2010
13 years 8 months ago
2010
—Long time-series datasets are common in many domains, especially scientific domains. Applications in these fields often require comparing trajectories using similarity measure...
ICCV
2003
IEEE
14 years 11 months ago
2003
IEEE
This paper describes a novel application of Statistical Learning Theory (SLT) to control model complexity in flow estimation. SLT provides analytical generalization bounds suitabl...
ESANN
2007
13 years 11 months ago
2007
Training recurrent neural networks is hard. Recently it has however been discovered that it is possible to just construct a random recurrent topology, and only train a single linea...
CORR
2010
Springer
13 years 9 months ago
2010
Springer
In a sampling problem, we are given an input x {0, 1} n , and asked to sample approximately from a probability distribution Dx over poly (n)-bit strings. In a search problem, we ...