1870 search results - page 149 / 374 » Abstract And-Parallel Machines |
72
Voted
COLT
2007
Springer
15 years 5 months ago
2007
Springer
Abstract. We propose simple randomized strategies for sequential prediction under imperfect monitoring, that is, when the forecaster does not have access to the past outcomes but r...
DIS
2007
Springer
15 years 5 months ago
2007
Springer
Abstract. This chapter describes how we used regression rules to improve upon results previously published in the Earth science literature. In such a scientific application of mac...
79
Voted
ECML
2007
Springer
15 years 5 months ago
2007
Springer
Abstract. Active Learning methods rely on static strategies for sampling unlabeled point(s). These strategies range from uncertainty sampling and density estimation to multi-factor...
90
Voted
ECML
2007
Springer
15 years 5 months ago
2007
Springer
Abstract. Existing relational learning approaches usually work on complete relational data, but real-world data are often incomplete. This paper proposes the MGDA approach to learn...
80
Voted
ECML
2007
Springer
15 years 5 months ago
2007
Springer
Abstract. We consider a new discriminative learning approach to sequence labeling based on the statistical concept of the Z-score. Given a training set of pairs of hidden-observed ...