2683 search results - page 266 / 537 » Machine learning problems from optimization perspective |
143
Voted
ML
2008
ACM
15 years 3 months ago
2008
ACM
Significant changes in the instance distribution or associated cost function of a learning problem require one to reoptimize a previously-learned classifier to work under new cond...
196
Voted
CVPR
2011
IEEE
15 years 26 days ago
2011
IEEE
Where does the sparsity in image signals come from? Local and nonlocal image models have supplied complementary views toward the regularity in natural images the former attempts t...
103
Voted
IJCAI
1993
15 years 4 months ago
1993
We introduce a new approach to GA (Genetic Algorithms) based problem solving. Earlier GAs did not contain local search (i.e. hill climbing) mechanisms, which led to optimization d...
127
Voted
EMNLP
2009
15 years 1 months ago
2009
The recently introduced online confidence-weighted (CW) learning algorithm for binary classification performs well on many binary NLP tasks. However, for multi-class problems CW l...
110
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ALT
2003
Springer
16 years 13 days ago
2003
Springer
A pattern is a finite string of constant and variable symbols. The erasing language generated by a pattern p is the set of all strings that can be obtained by substituting (possib...