363 search results - page 13 / 73 » GraphLab: A New Framework for Parallel Machine Learning |
90
Voted
ICDCS
2002
IEEE
15 years 2 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 ...
71
Voted
ICALT
2006
IEEE
15 years 3 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...
COLT
2006
Springer
15 years 1 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...
85
Voted
ALT
2008
Springer
15 years 6 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 ...
NIPS
1997
14 years 10 months 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 ...