3076 search results - page 39 / 616 » Active Learning for Networked Data |
140
Voted
JMLR
2006
15 years 2 months ago
2006
The goal of active learning is to determine the locations of training input points so that the generalization error is minimized. We discuss the problem of active learning in line...
124
Voted
HPDC
2005
IEEE
15 years 8 months ago
2005
IEEE
In the present paper, we examine the problem of supporting application-specific computation within a network file server. Our objectives are (i) to introduce an easy to use yet ...
248
Voted
PAKDD
2011
ACM
14 years 8 months ago
2011
ACM
Discovering rare categories and classifying new instances of them is
an important data mining issue in many fields, but fully supervised
learning of a rare class classifier is pr...
103
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IJCAI
1997
15 years 4 months ago
1997
Max and min operations have interesting properties that facilitate the exchange of information between the symbolic and real-valued domains. As such, neural networks that employ m...
132
Voted
SDM
2009
SIAM
15 years 12 months ago
2009
SIAM
In active learning, one attempts to maximize classifier performance for a given number of labeled training points by allowing the active learning algorithm to choose which points...