1106 search results - page 209 / 222 » On regularization algorithms in learning theory |
COLT
2003
Springer
15 years 3 months ago
2003
Springer
This paper studies sequence prediction based on the monotone Kolmogorov complexity Km=−log m, i.e. based on universal deterministic/one-part MDL. m is extremely close to Solomon...
CONTEXT
2001
Springer
15 years 2 months ago
2001
Springer
A recent report by the National Research Council (NRC) declares neural networks “hold the most promise for providing powerful learning models”. While some researchers have expe...
EVOW
2009
Springer
15 years 1 months ago
2009
Springer
In this paper the node-level decision unit of a self-learning anomaly detection mechanism for office monitoring with wireless sensor nodes is presented. The node-level decision uni...
ICALP
2000
Springer
15 years 1 months ago
2000
Springer
We consider two natural generalizations of the notion of transversal to a finite hypergraph, arising in data-mining and machine learning, the so called multiple and partial transve...
IJIT
2004
14 years 11 months ago
2004
The development of control system for the dynamic processes characterizing uncertainties needs the creating of the proper knowledge base for the controller. In this paper, to solve...