2683 search results - page 373 / 537 » Machine learning problems from optimization perspective |
105
Voted
ACL
2000
15 years 4 months ago
2000
Extractive summarization techniques cannot generate document summaries shorter than a single sentence, something that is often required. An ideal summarization system would unders...
101
Voted
CORR
2010
Springer
15 years 2 months ago
2010
Springer
Cyclic coordinate descent is a classic optimization method that has witnessed a resurgence of interest in machine learning. Reasons for this include its simplicity, speed and stab...
136
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ISBI
2004
IEEE
16 years 3 months ago
2004
IEEE
This paper describes a classification system discriminating male and female brains from morphometric features of cortical sulci. This system is tested on a database of 143 brains,...
115
Voted
CORR
2008
Springer
15 years 2 months ago
2008
Springer
We consider a general class of regularization methods which learn a vector of parameters on the basis of linear measurements. It is well known that if the regularizer is a nondecr...
127
Voted
AML
2008
15 years 2 months ago
2008
The basic motivation behind this work is to tie together various computational complexity classes, whether over different domains such as the naturals or the reals, or whether def...