11488 search results - page 376 / 2298 » Robust optimization - methodology and applications |
203
click to vote
CVPR
2012
IEEE
13 years 9 months ago
2012
IEEE
The problem of multi-target tracking is comprised of two distinct, but tightly coupled challenges: (i) the naturally discrete problem of data association, i.e. assigning image obs...
188
click to vote
ICML
2003
IEEE
16 years 7 months ago
2003
IEEE
Logistic Regression (LR) has been widely used in statistics for many years, and has received extensive study in machine learning community recently due to its close relations to S...
204
click to vote
APPROX
2009
Springer
16 years 1 months ago
2009
Springer
Abstract. Scheduling jobs on unrelated parallel machines so as to minimize the makespan is one of the basic, well-studied problems in the area of machine scheduling. In the first ...
224
click to vote
UAI
2004
15 years 8 months ago
2004
Suppose that the only available information in a multi-class problem are expert estimates of the conditional probabilities of occurrence for a set of binary features. The aim is t...
186
click to vote
AMAI
2006
Springer
15 years 7 months ago
2006
Springer
A weakness of classical Markov decision processes (MDPs) is that they scale very poorly due to the flat state-space representation. Factored MDPs address this representational pro...