2665 search results - page 236 / 533 » Bundle Methods for Machine Learning |
116
Voted
ALT
2008
Springer
15 years 11 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...
129
Voted
CIKM
2009
Springer
15 years 9 months ago
2009
Springer
Recently there has been increasing interest in the problem of transfer learning, in which the typical assumption that training and testing data are drawn from identical distributi...
139
Voted
ICML
2004
IEEE
15 years 8 months ago
2004
IEEE
We investigate how to learn a kernel matrix for high dimensional data that lies on or near a low dimensional manifold. Noting that the kernel matrix implicitly maps the data into ...
123
Voted
ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
We introduce a novel active learning algorithm for classification of network data. In this setting, training instances are connected by a set of links to form a network, the label...
143
Voted
ML
2006
ACM
15 years 2 months ago
2006
ACM
This paper addresses the problem of transductive learning of the kernel matrix from a probabilistic perspective. We define the kernel matrix as a Wishart process prior and construc...