1034 search results - page 63 / 207 » A Bayesian Metric for Evaluating Machine Learning Algorithms |
JMLR
2006
14 years 9 months ago
2006
An essential step in designing a new computer architecture is the careful examination of different design options. It is critical that computer architects have efficient means by ...
UAI
2008
14 years 11 months ago
2008
We present and evaluate new techniques for designing algorithm portfolios. In our view, the problem has both a scheduling aspect and a machine learning aspect. Prior work has larg...
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VL
2010
IEEE
14 years 8 months ago
2010
IEEE
Many machine-learning algorithms learn rules of behavior from individual end users, such as taskoriented desktop organizers and handwriting recognizers. These rules form a “prog...
ISI
2007
Springer
14 years 9 months ago
2007
Springer
—Detecting unknown malicious code (malcode) is a challenging task. Current common solutions, such as anti-virus tools, rely heavily on prior explicit knowledge of specific instan...
ECML
2005
Springer
15 years 3 months ago
2005
Springer
Abstract. In this paper we consider latent variable models and introduce a new U-likelihood concept for estimating the distribution over hidden variables. One can derive an estimat...