3049 search results - page 157 / 610 » On the Convergence of Bound Optimization Algorithms |
159
click to vote
ICPR
2004
IEEE
16 years 7 months ago
2004
IEEE
A new criterion based on Gaussian fields is introduced and applied to the task of automatic rigid registration of point-sets. The method defines a simple energy function, which is...
177
click to vote
JMLR
2011
15 years 1 months ago
2011
A multitask learning framework is developed for discriminative classification and regression where multiple large-margin linear classifiers are estimated for different predictio...
159
click to vote
APPROX
2010
Springer
15 years 8 months ago
2010
Springer
We give a simple combinatorial proof of the Chernoff-Hoeffding concentration bound [Che52, Hoe63], which says that the sum of independent {0, 1}-valued random variables is highly ...
150
click to vote
CORR
2010
Springer
15 years 6 months ago
2010
Springer
Abstract--We give sublinear-time approximation algorithms for some optimization problems arising in machine learning, such as training linear classifiers and finding minimum enclos...
173
click to vote
INFOCOM
2005
IEEE
16 years 7 hour ago
2005
IEEE
Abstract— Existing random membership management algorithms provide each node with a small, uniformly random subset of global participants. However, many applications would bene...