363 search results - page 39 / 73 » GraphLab: A New Framework for Parallel Machine Learning |
HPDC
2010
IEEE
13 years 9 months ago
2010
IEEE
Cloud computing offers new approaches for scientific computing that leverage the major commercial hardware and software investment in this area. Closely coupled applications are s...
POPL
1997
ACM
14 years 29 days ago
1997
ACM
As parallel machines become part of the mainstream computing environment, compilers will need to apply synchronization optimizations to deliver e cient parallel software. This pap...
ICML
2001
IEEE
14 years 9 months ago
2001
IEEE
We introduce the first algorithm for off-policy temporal-difference learning that is stable with linear function approximation. Off-policy learning is of interest because it forms...
NIPS
2008
13 years 10 months ago
2008
Many machine learning algorithms can be formulated in the framework of statistical independence such as the Hilbert Schmidt Independence Criterion. In this paper, we extend this c...
ICPR
2008
IEEE
14 years 10 months ago
2008
IEEE
We present a new technique that employs support vector machines and Gaussian mixture densities to create a generative/discriminative joint classifier. In the past, several approac...