1474 search results - page 210 / 295 » Using Machine Learning to Focus Iterative Optimization |
162
Voted
ESSMAC
2003
Springer
15 years 8 months ago
2003
Springer
Abstract. While there is strong motivation for using Gaussian Processes (GPs) due to their excellent performance in regression and classification problems, their computational com...
117
Voted
BLISS
2008
IEEE
15 years 9 months ago
2008
IEEE
Constructing the face of a criminal from the selection of individual facial parts is a hard task. We have been working on a new system called EvoFIT that involves the selection an...
128
Voted
ECML
2007
Springer
15 years 9 months ago
2007
Springer
The stability of sample based algorithms is a concept commonly used for parameter tuning and validity assessment. In this paper we focus on two well studied algorithms, LSI and PCA...
116
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COLT
2001
Springer
15 years 7 months ago
2001
Springer
We consider geometric conditions on a labeled data set which guarantee that boosting algorithms work well when linear classifiers are used as weak learners. We start by providing ...
129
Voted
SIGIR
2008
ACM
15 years 2 months ago
2008
ACM
Personalization of web search results as a technique for improving user satisfaction has received notable attention in the research community over the past decade. Much of this wo...