1548 search results - page 61 / 310 » Supervised Tensor Learning |
132
Voted
ICIP
2008
IEEE
16 years 2 months ago
2008
IEEE
Subspace learning techniques are widespread in pattern recognition research. They include PCA, ICA, LPP, etc. These techniques are generally linear and unsupervised. The problem o...
117
Voted
SIGIR
2010
ACM
15 years 24 days ago
2010
ACM
In recent years, active learning methods based on experimental design achieve state-of-the-art performance in text classification applications. Although these methods can exploit ...
109
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ACL
2011
14 years 4 months ago
2011
Information extraction (IE) holds the promise of generating a large-scale knowledge base from the Web’s natural language text. Knowledge-based weak supervision, using structured...
43
Voted
AAAI
2006
15 years 2 months ago
2006
This paper presents a self-supervised framework for perceptual learning based upon correlations in different sensory modalities. We demonstrate this with a system that has learned...
91
Voted
AAAI
2006
15 years 2 months ago
2006
Over the past few years, some embedding methods have been proposed for feature extraction and dimensionality reduction in various machine learning and pattern classification tasks...