9888 search results - page 202 / 1978 » Active Algorithm Selection |
127
click to vote
INLG
2010
Springer
15 years 29 days ago
2010
Springer
In this paper we describe a cross-linguistic experiment in attribute selection for referring expression generation. We used a graph-based attribute selection algorithm that was tr...
127
Voted
ICRA
2007
IEEE
15 years 9 months ago
2007
IEEE
— We consider the problem of multiple mobile sensor agents tracking the position of one or more moving targets. In our formulation, each agent maintains a target estimate, and ea...
115
click to vote
IJCAI
2003
15 years 4 months ago
2003
Multi-view learners reduce the need for labeled data by exploiting disjoint sub-sets of features (views), each of which is sufficient for learning. Such algorithms assume that eac...
133
click to vote
DICTA
2009
15 years 4 months ago
2009
In many applied problems in the context of pattern recognition, the data often involve highly asymmetric observations. Normal mixture models tend to overfit when additional compone...
131
click to vote
COLT
2007
Springer
15 years 9 months ago
2007
Springer
This paper analyzes the potential advantages and theoretical challenges of “active learning” algorithms. Active learning involves sequential sampling procedures that use infor...