4176 search results - page 111 / 836 » Support vector clustering |
126
Voted
ICML
2007
IEEE
16 years 3 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...
116
Voted
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
Optimization algorithms for large margin multiclass recognizers are often too costly to handle ambitious problems with structured outputs and exponential numbers of classes. Optim...
124
Voted
ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
101
Voted
ICML
2001
IEEE
16 years 3 months ago
2001
IEEE
In this paper, we propose a unified non-quadratic loss function for regression known as soft insensitive loss function (SILF). SILF is a flexible model and possesses most of the d...
KDD
2008
ACM
16 years 3 months ago
2008
ACM