2683 search results - page 150 / 537 » Machine learning problems from optimization perspective |
113
Voted
FLAIRS
2001
15 years 4 months ago
2001
Theoretically well-founded, Support Vector Machines (SVM)are well-knownto be suited for efficiently solving classification problems. Althoughimprovedgeneralization is the maingoal...
126
Voted
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
The problem of choosing fast implementations for a class of recursive algorithms such as the fast Fourier transforms can be formulated as an optimization problem over the language...
105
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GECCO
2005
Springer
15 years 8 months ago
2005
Springer
Overfitting is a fundamental problem of most machine learning techniques, including genetic programming (GP). Canary functions have been introduced in the literature as a concept ...
99
Voted
SDM
2010
SIAM
15 years 4 months ago
2010
SIAM
The dimensionality reduction problem has been widely studied in the database literature because of its application for concise data representation in a variety of database applica...
125
Voted
FGR
2008
IEEE
15 years 9 months ago
2008
IEEE
Face recognition in the presence of pose changes remains a largely unsolved problem. Severe pose changes, resulting in dramatically different appearances, is one of the main difï¬...