1822 search results - page 105 / 365 » Risk-Sensitive Online Learning |
142
Voted
NIPS
2008
15 years 5 months ago
2008
Confidence-weighted (CW) learning [6], an online learning method for linear classifiers, maintains a Gaussian distributions over weight vectors, with a covariance matrix that repr...
118
Voted
ICWL
2005
Springer
15 years 9 months ago
2005
Springer
The increasing popularity of distance learning and online courses has highlighted the lack of collaborative tools for student groups. In addition,
172
Voted
ML
2000
ACM
15 years 3 months ago
2000
ACM
One of the major limitations of relational learning is due to the complexity of verifying hypotheses on examples. In this paper we investigate this task in light of recent publishe...
127
Voted
NC
2002
15 years 3 months ago
2002
Second order statistics have formed the basis of learning and adaptation due to its appeal and analytical simplicity. On the other hand, in many realistic engineering problems requ...
137
Voted
ISVC
2010
Springer
15 years 2 months ago
2010
Springer
Abstract. We propose a novel Multiple Instance Learning (MIL) framework to perform target localization from image sequences. The proposed approach consists of a softmax logistic re...