2683 search results - page 378 / 537 » Machine learning problems from optimization perspective |
123
Voted
CIKM
2010
Springer
15 years 22 days ago
2010
Springer
In this paper, we study a novel problem Collective Active Learning, in which we aim to select a batch set of "informative" instances from a networking data set to query ...
118
Voted
CORR
2010
Springer
15 years 1 months ago
2010
Springer
Abstract. We tackle the problem of multi-class relational sequence learning using relevant patterns discovered from a set of labelled sequences. To deal with this problem, firstly...
124
Voted
DSN
2006
IEEE
15 years 6 months ago
2006
IEEE
Due to our increasing reliance on computer systems, security incidents and their causes are important problems that need to be addressed. To contribute to this objective, the pape...
142
Voted
ECCV
2008
Springer
16 years 4 months ago
2008
Springer
Probabilistic graphical models such as Bayesian Networks have been increasingly applied to many computer vision problems. Accuracy of inferences in such models depends on the quali...
107
Voted
WSDM
2010
ACM
16 years 3 days ago
2010
ACM
We describe a machine learning approach for predicting sponsored search ad relevance. Our baseline model incorporates basic features of text overlap and we then extend the model t...