1719 search results - page 28 / 344 » Supervised Dictionary Learning |
118
Voted
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
We empirically study the relationship between supervised and multiple instance (MI) learning. Algorithms to learn various concepts have been adapted to the MI representation. Howe...
109
Voted
ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
We present a novel approach for structure prediction that addresses the difficulty of obtaining labeled structures for training. We observe that structured output problems often h...
120
Voted
ASUNAM
2010
IEEE
15 years 4 months ago
2010
IEEE
The goal of semi-supervised learning (SSL) methods is to reduce the amount of labeled training data required by learning from both labeled and unlabeled instances. Macskassy and Pr...
133
Voted
SDM
2008
SIAM
15 years 4 months ago
2008
SIAM
Semi-supervised learning plays an important role in the recent literature on machine learning and data mining and the developed semisupervised learning techniques have led to many...
99
Voted
FINTAL
2006
15 years 6 months ago
2006
Abstract. This paper presents a machine learning approach for paraphrase identification which uses lexical and semantic similarity information. In the experimental studies, we exam...