445 search results - page 3 / 89 » A Bayesian Committee Machine |
EUROCOLT
1999
Springer
13 years 10 months ago
1999
Springer
Abstract. Recent works have shown the advantage of using Active Learning methods, such as the Query by Committee (QBC) algorithm, to various learning problems. This class of Algori...
COLT
1992
Springer
13 years 9 months ago
1992
Springer
We propose an algorithm called query by committee, in which a committee of students is trained on the same data set. The next query is chosen according to the principle of maximal...
SIGIR
2002
ACM
13 years 5 months ago
2002
ACM
Document clustering is useful in many information retrieval tasks: document browsing, organization and viewing of retrieval results, generation of Yahoo-like hierarchies of docume...
ICML
2003
IEEE
14 years 6 months ago
2003
IEEE
JMLR
2012
11 years 8 months ago
2012
We propose a new method for comparing learning algorithms on multiple tasks which is based on a novel non-parametric test that we call the Poisson binomial test. The key aspect of...