1034 search results - page 63 / 207 » A Bayesian Metric for Evaluating Machine Learning Algorithms |
92
Voted
JMLR
2006
15 years 20 days 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 ...
94
Voted
UAI
2008
15 years 2 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...
161
Voted
VL
2010
IEEE
14 years 11 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...
106
Voted
ISI
2007
Springer
15 years 19 days 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...
109
Voted
ECML
2005
Springer
15 years 6 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...