4660 search results - page 25 / 932 » Learning from imperfect data |
ALT
2004
Springer
14 years 4 months ago
2004
Springer
In this paper we introduce a paradigm for learning in the limit of potentially infinite languages from all positive data and negative counterexamples provided in response to the ...
KDD
2000
ACM
13 years 11 months ago
2000
ACM
ICDM
2008
IEEE
14 years 2 months ago
2008
IEEE
We consider the problem of Semi-supervised Learning (SSL) from general unlabeled data, which may contain irrelevant samples. Within the binary setting, our model manages to better...
ICPR
2010
IEEE
13 years 11 months ago
2010
IEEE
—The problem we address in the paper is how to learn a joint representation from data lying on multiple manifolds. We are given multiple data sets and there is an underlying comm...
NIPS
1998
13 years 9 months ago
1998
Dyadic data refers to a domain with two nite sets of objects in which observations are made for dyads, i.e., pairs with one element from either set. This type of data arises natur...