10054 search results - page 191 / 2011 » On the Complexity of Function Learning |
129
Voted
CORR
2010
Springer
14 years 7 months ago
2010
Springer
In this paper we show how we can compute in a deterministic way the decomposition of a multivariate rational function with a recombination strategy. The key point of our recombinat...
81
Voted
IJCNN
2000
IEEE
15 years 5 months ago
2000
IEEE
The choice of transfer functions may strongly influence complexity and performance of neural networks used in classification and approximation tasks. A taxonomy of activation an...
93
Voted
ECTEL
2010
Springer
14 years 10 months ago
2010
Springer
Abstract. We present basic concepts and an outlook on current approaches and techniques of personal learning environments to point out their demands, focussing on recommendations i...
106
Voted
ICML
1995
IEEE
16 years 1 months ago
1995
IEEE
The success ofreinforcement learninginpractical problems depends on the ability to combine function approximation with temporal di erence methods such as value iteration. Experime...
ICRA
1994
IEEE
15 years 4 months ago
1994
IEEE
There is a close relationship between harmonic functions { which have recently been proposed for path planning { and hitting probabilities for random processes. The hitting probab...