4176 search results - page 86 / 836 » Parallelizing Support Vector Machines on Distributed Compute... |
CIRA
2007
IEEE
15 years 6 months ago
2007
IEEE
—Support vector regression (SVR) is a class of machine learning technique that has been successfully applied to low-level learning control in robotics. Because of the large amoun...
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SAC
2005
ACM
15 years 5 months ago
2005
ACM
Active learning is a generic approach to accelerate training of classifiers in order to achieve a higher accuracy with a small number of training examples. In the past, simple ac...
JMLR
2010
14 years 6 months ago
2010
A computationally efficient approach to local learning with kernel methods is presented. The Fast Local Kernel Support Vector Machine (FaLK-SVM) trains a set of local SVMs on redu...
IPPS
1999
IEEE
15 years 4 months ago
1999
IEEE
Automatic Global Data Partitioning for Distributed Memory Machines DMMs is a di cult problem. In this work, we present a partitioning strategy called 'Hyperplane Partitioning...
CONCURRENCY
2002
14 years 11 months ago
2002
We present the results of a detailed study of the Virtual Interface (VI) paradigm as a communication foundation for a distributed computing environment. Using Active Messages and ...