288 search results - page 1 / 58 » A Conservation Law for Generalization Performance |
ICML
1994
IEEE
13 years 8 months ago
1994
IEEE
Conservation of information (COI) popularized by the no free lunch theorem is a great leveler of search algorithms, showing that on average no search outperforms any other. Yet in ...
CSR
2008
Springer
13 years 6 months ago
2008
Springer
Abstract. We study the group-valued and semigroup-valued conservation laws in cellular automata (CA). We provide examples to distinguish between semigroup-valued, group-valued and ...
P2P
2008
IEEE
13 years 11 months ago
2008
IEEE
We investigate performance bounds of P2P systems by application of the law of bandwidth conservation. This approach is quite general and allows us to consider various sharing syst...
JSCIC
2007
13 years 4 months ago
2007
In one dimension, viscosity solutions of Hamilton-Jacobi (HJ) equations can be thought as primitives of entropy solutions for conservation laws. Based on this idea, both theoretica...
AMC
2008
13 years 5 months ago
2008
In this paper, a general framework for the analysis of a connection between the training of artificial neural networks via the dynamics of Markov chains and the approximation of c...