2391 search results - page 244 / 479 » A Portfolio Approach to Algorithm Selection |
134
Voted
FUIN
2006
15 years 3 months ago
2006
Abstract. In this paper, we propose an adaptive algorithm for merging n (n2) prioritized knowledge bases which takes into account the degrees of conflict and agreement among these ...
137
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CSDA
2007
15 years 3 months ago
2007
A new method for function estimation and variable selection, specifically designed for additive models fitted by cubic splines is proposed.This new method involves regularizing ...
153
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JAIR
2010
15 years 2 months ago
2010
While traditional research on text clustering has largely focused on grouping documents by topic, it is conceivable that a user may want to cluster documents along other dimension...
131
Voted
CIKM
2010
Springer
15 years 1 months 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 ...
144
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ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
Recent advances in Multiple Kernel Learning (MKL) have positioned it as an attractive tool for tackling many supervised learning tasks. The development of efficient gradient desce...