1062 search results - page 5 / 213 » Sublinear Optimization for Machine Learning |
IJCNLP
2005
Springer
14 years 1 months ago
2005
Springer
The merit of phrase-based statistical machine translation is often reduced by the complexity to construct it. In this paper, we address some issues in phrase-based statistical mach...
SDM
2009
SIAM
14 years 4 months ago
2009
SIAM
This paper proposes Twin Vector Machine (TVM), a constant space and sublinear time Support Vector Machine (SVM) algorithm for online learning. TVM achieves its favorable scaling b...
BLISS
2007
IEEE
14 years 2 months ago
2007
IEEE
COLT
2004
Springer
14 years 1 months ago
2004
Springer
ICML
2007
IEEE
14 years 8 months ago
2007
IEEE
We study the problem of learning kernel machines transductively for structured output variables. Transductive learning can be reduced to combinatorial optimization problems over a...