1845 search results - page 139 / 369 » Machine-Learning Applications of Algorithmic Randomness |
108
click to vote
ICML
2002
IEEE
16 years 2 months ago
2002
IEEE
Supervised learning techniques for text classi cation often require a large number of labeled examples to learn accurately. One way to reduce the amountoflabeled datarequired is t...
160
click to vote
ALT
2009
Springer
15 years 10 months ago
2009
Springer
Abstract. We analyze the expected cost of a greedy active learning algorithm. Our analysis extends previous work to a more general setting in which different queries have differe...
MLG
2007
Springer
15 years 7 months ago
2007
Springer
As a fundamental problem in pattern recognition, graph matching has found a variety of applications in the field of computer vision. In graph matching, patterns are modeled as gr...
102
click to vote
HUC
2009
Springer
15 years 6 months ago
2009
Springer
A key prerequisite for residential energy conservation is knowing when and where energy is being spent. Unfortunately, the current generation of energy reporting devices only prov...
ECML
2001
Springer
15 years 6 months ago
2001
Springer
Labeled data for classification could often be obtained by sampling that restricts or favors choice of certain classes. A classifier trained using such data will be biased, resulti...