129
Voted
COLT
2006
Springer
15 years 7 months ago
2006
Springer
Abstract. The present paper introduces a new model for teaching randomized learners. Our new model, though based on the classical teaching dimension model, allows to study the infl...
152
Voted
FDL
2004
IEEE
15 years 7 months ago
2004
IEEE
The steadily increasing complexity of embedded systems requires comprehensive methodoloat support the design process from the highest possible abstraction level. In most of the cu...
COLT
2006
Springer
15 years 7 months ago
2006
Springer
131
click to vote
COLT
2006
Springer
15 years 7 months ago
2006
Springer
We propose a sequential randomized algorithm, which at each step concentrates on functions having both low risk and low variance with respect to the previous step prediction functi...
109
click to vote
COLT
2006
Springer
15 years 7 months ago
2006
Springer
Stability is a common tool to verify the validity of sample based algorithms. In clustering it is widely used to tune the parameters of the algorithm, such as the number k of clust...