82 search results - page 1 / 17 » On Exact Learning from Random Walk |
ALT
2006
Springer
15 years 3 months ago
2006
Springer
COLT
2005
Springer
15 years 10 days ago
2005
Springer
We consider a natural framework of learning from correlated data, in which successive examples used for learning are generated according to a random walk over the space of possibl...
FOCS
2003
IEEE
15 years 3 days ago
2003
IEEE
We consider a model of learning Boolean functions from examples generated by a uniform random walk on {0, 1}n . We give a polynomial time algorithm for learning decision trees and...
AIPS
2004
14 years 8 months ago
2004
We describe and evaluate a system for learning domainspecific control knowledge. In particular, given a planning domain, the goal is to output a control policy that performs well ...
DAGM
2004
Springer
15 years 6 days ago
2004
Springer
We consider the general problem of learning from labeled and unlabeled data. Given a set of points, some of them are labeled, and the remaining points are unlabeled. The goal is to...