5 search results - page 1 / 1 » Getting Order Independence in Incremental Learning |
ECML
1993
Springer
13 years 9 months ago
1993
Springer
It is empirically known that most incremental learning systems are order dependent, i.e. provide results that depend on the particular order of the data presentation. This paper ai...
ECAI
2004
Springer
13 years 10 months ago
2004
Springer
Agents that exist in an environment that changes over time, and are able to take into account the temporal nature of experience, are commonly called incremental learners. It is wid...
ISTCS
1997
Springer
13 years 9 months ago
1997
Springer
Kearns introduced the "statistical query" (SQ) model as a general method for producing learning algorithms which are robust against classification noise. We extend this ...
BTW
2005
Springer
13 years 11 months ago
2005
Springer
: Optimizers in modern DBMSs utilize a cost model to choose an efficient query execution plan (QEP) among all possible ones for a given query. The accuracy of the cost estimates de...
IEAAIE
1994
Springer
13 years 9 months ago
1994
Springer
Two recent projects at ORA have used a blackboard framework during system design.1 DANA is a multimedia network monitoring system, while MARRS is a real-time passive radar system....