12148 search results - page 230 / 2430 » Generalized Bundle Methods |
172
click to vote
NIPS
2008
15 years 8 months ago
2008
We propose a general method called truncated gradient to induce sparsity in the weights of onlinelearning algorithms with convex loss functions. This method has several essential ...
309
Voted
GIS
2007
ACM
16 years 8 months ago
2007
ACM
This study investigates whether a fuzzy clustering method is of any practical value in delineating urban housing submarkets relative to clustering methods based on classic (or cri...
177
click to vote
ICML
2005
IEEE
16 years 8 months ago
2005
IEEE
We consider support vector machines for binary classification. As opposed to most approaches we use the number of support vectors (the "L0 norm") as a regularizing term ...
218
click to vote
ICML
2005
IEEE
16 years 8 months ago
2005
IEEE
In this paper we describe a new method to reduce the complexity of support vector machines by reducing the number of necessary support vectors included in their solutions. The red...
307
click to vote
CP
2009
Springer
16 years 7 months ago
2009
Springer
We consider the problem of exploring the search tree of a CLP goal in pursuit of a target property. Essential to such a process is a method of tabling to prevent duplicate explorat...