2683 search results - page 194 / 537 » Machine learning problems from optimization perspective |
126
click to vote
ICNC
2005
Springer
15 years 8 months ago
2005
Springer
Abstract. In recent years, support vector machines (SVMs) have become a popular tool for pattern recognition and machine learning. Training a SVM involves solving a constrained qua...
121
click to vote
CEC
2010
IEEE
15 years 4 months ago
2010
IEEE
Learning Bayesian networks from data is an N-P hard problem with important practical applications. Several researchers have designed algorithms to overcome the computational comple...
105
click to vote
COLT
2008
Springer
15 years 4 months ago
2008
Springer
Consider the problem of estimating the -level set G = {x : f(x) } of an unknown d-dimensional density function f based on n independent observations X1, . . . , Xn from the densi...
136
click to vote
ESANN
2004
15 years 4 months ago
2004
This paper is based on a new way for determining the regularization trade-off in least squares support vector machines (LS-SVMs) via a mechanism of additive regularization which ha...
152
click to vote
IJCAI
1989
15 years 4 months ago
1989
A macro-operator is an integrated operator consisting of plural primitive operators and enables a problem solver to solve more efficiently. However, if a learning system generates...