18 search results - page 3 / 4 » Learnability, Stability and Uniform Convergence |
CORR
2011
Springer
13 years 10 days ago
2011
Springer
Herman’s algorithm is a synchronous randomized protocol for achieving self-stabilization in a token ring consisting of N processes. The interaction of tokens makes the dynamics o...
CDC
2009
IEEE
13 years 3 months ago
2009
IEEE
Abstract-- We introduce an extension of the notion of homogeneous approximation to make it valid both at the origin and at infinity (homogeneity in the bi-limit). Exploiting this e...
COLT
2005
Springer
13 years 11 months ago
2005
Springer
The problem of ranking, in which the goal is to learn a real-valued ranking function that induces a ranking or ordering over an instance space, has recently gained attention in mac...
JMLR
2006
13 years 5 months ago
2006
We study some stability properties of algorithms which minimize (or almost-minimize) empirical error over Donsker classes of functions. We show that, as the number n of samples gr...
NECO
2011
13 years 6 days ago
2011
The neocortex has a remarkably uniform neuronal organization, suggesting that common principles of processing are employed throughout its extent. In particular, the patterns of co...