363 search results - page 13 / 73 » GraphLab: A New Framework for Parallel Machine Learning |
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ICDCS
2002
IEEE
15 years 4 months ago
2002
IEEE
Data mining systems aim to discover patterns and extract useful information from facts recorded in databases. A widely adopted approach is to apply machine learning algorithms to ...
ICALT
2006
IEEE
15 years 5 months ago
2006
IEEE
There is a genuine demand for personalization and guidance in learning systems, as well as in general commercial learning systems for the WWW, and further, for the new, emerging S...
90
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COLT
2006
Springer
15 years 3 months ago
2006
Springer
Generative algorithms for learning classifiers use training data to separately estimate a probability model for each class. New items are classified by comparing their probabiliti...
97
Voted
ALT
2008
Springer
15 years 8 months ago
2008
Springer
We consider the problem of learning to predict as well as the best in a group of experts making continuous predictions. We assume the learning algorithm has prior knowledge of the ...
73
Voted
NIPS
1997
15 years 29 days ago
1997
We present a new approach to reinforcement learning in which the policies considered by the learning process are constrained by hierarchies of partially specified machines. This ...