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106
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SWAT
1994
Springer
88views Algorithms» more  SWAT 1994»
15 years 4 months ago
A New Algorithm for the Construction of Optimal B-Trees
Peter Becker
144
Voted
JMLR
2012
13 years 3 months ago
Multi Kernel Learning with Online-Batch Optimization
In recent years there has been a lot of interest in designing principled classification algorithms over multiple cues, based on the intuitive notion that using more features shou...
Francesco Orabona, Jie Luo, Barbara Caputo
109
Voted
SEMWEB
2010
Springer
14 years 10 months ago
Using Reformulation Trees to Optimize Queries over Distributed Heterogeneous Sources
Abstract. In order to effectively and quickly answer queries in environments with distributed RDF/OWL, we present a query optimization algorithm to identify the potentially relevan...
Yingjie Li, Jeff Heflin
100
Voted
CORR
2010
Springer
112views Education» more  CORR 2010»
14 years 10 months ago
Optimal Distributed Online Prediction using Mini-Batches
Online prediction methods are typically presented as serial algorithms running on a single processor. However, in the age of web-scale prediction problems, it is increasingly comm...
Ofer Dekel, Ran Gilad-Bachrach, Ohad Shamir, Lin X...