1656 search results - page 97 / 332 » Learning and Consistency |
ICML
2008
IEEE
14 years 10 months ago
2008
IEEE
Consider the following problem: given sets of unlabeled observations, each set with known label proportions, predict the labels of another set of observations, also with known lab...
ECTEL
2007
Springer
14 years 3 months ago
2007
Springer
Folksonomies provide a free source of keywords describing web resources, however, these keywords are free form and unstructured. In this paper, we describe a novel tool that conver...
IROS
2006
IEEE
14 years 3 months ago
2006
IEEE
— To realize adaptive and robust manipulation, a robot should have several sensing modalities and coordinate their outputs to achieve the given task based on underlying constrain...
ICANN
2003
Springer
14 years 2 months ago
2003
Springer
Combining machine learning models is a means of improving overall accuracy.Various algorithms have been proposed to create aggregate models from other models, and two popular examp...
COLT
2004
Springer
14 years 28 days ago
2004
Springer
This paper introduces a new method using dyadic decision trees for estimating a classification or a regression function in a multiclass classification problem. The estimator is bas...