2369 search results - page 10 / 474 » Active Learning with Confidence |
JMLR
2012
11 years 9 months ago
2012
In this paper we address the problem of pool based active learning, and provide an algorithm, called UPAL, that works by minimizing the unbiased estimator of the risk of a hypothe...
SIGIR
2012
ACM
11 years 9 months ago
2012
ACM
Methods that reduce the amount of labeled data needed for training have focused more on selecting which documents to label than on which queries should be labeled. One exception t...
CORR
2012
Springer
12 years 3 months ago
2012
Springer
ATAL
2007
Springer
13 years 11 months ago
2007
Springer
Integrating contributions received from other agents is an essential activity in multi-agent systems (MASs). Not only must related contributions be integrated together, but the co...
CCIA
2007
Springer
13 years 11 months ago
2007
Springer
Case-Based Reasoning (CBR) is a learning approach that solves current situations by reusing previous solutions that are stored in a case base. In the CBR cycle the reuse step plays...