2683 search results - page 187 / 537 » Machine learning problems from optimization perspective |
132
click to vote
CORR
2012
Springer
13 years 10 months ago
2012
Springer
At the heart of many scientific conferences is the problem of matching submitted papers to suitable reviewers. Arriving at a good assignment is a major and important challenge fo...
143
click to vote
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
Many structured prediction tasks involve complex models where inference is computationally intractable, but where it can be well approximated using a linear programming relaxation...
136
click to vote
ECCV
2006
Springer
16 years 4 months ago
2006
Springer
Abstract. Bayesian inference provides a powerful framework to optimally integrate statistically learned prior knowledge into numerous computer vision algorithms. While the Bayesian...
112
click to vote
WIOPT
2005
IEEE
15 years 8 months ago
2005
IEEE
We study power control in multicell CDMA wireless networks as a team optimization problem where each mobile attains at the minimum its individual fixed target SIR level and beyon...
106
click to vote
ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
We address the problem of efficiently learning Naive Bayes classifiers under classconditional classification noise (CCCN). Naive Bayes classifiers rely on the hypothesis that the ...