3 search results - page 1 / 1 » Bayesian Active Learning Using Arbitrary Binary Valued Queri... |
ALT
2010
Springer
13 years 7 months ago
2010
Springer
We explore a general Bayesian active learning setting, in which the learner can ask arbitrary yes/no questions. We derive upper and lower bounds on the expected number of queries r...
ALT
2008
Springer
14 years 2 months ago
2008
Springer
In this paper we consider the problem of learning hidden independent cascade social networks using exact value injection queries. These queries involve activating and suppressing a...
COLT
2010
Springer
13 years 3 months ago
2010
Springer
We investigate the problem of active learning on a given tree whose nodes are assigned binary labels in an adversarial way. Inspired by recent results by Guillory and Bilmes, we c...