4196 search results - page 96 / 840 » Unsupervised Learning of Relations |
108
Voted
ICASSP
2011
IEEE
14 years 4 months ago
2011
IEEE
In this paper, we present a model for unsupervised pattern discovery using non-negative matrix factorization (NMF) with graph regularization. Though the regularization can be appl...
122
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AAAI
2008
15 years 3 months ago
2008
The objective of this paper is to study the existing methods for unsupervised object recognition and image categorization and propose a model that can learn directly from the outp...
121
Voted
EMNLP
2009
14 years 10 months ago
2009
We present the first unsupervised approach to the problem of learning a semantic parser, using Markov logic. Our USP system transforms dependency trees into quasi-logical forms, r...
107
Voted
COLT
2010
Springer
14 years 10 months ago
2010
Springer
We explore the relationship between a natural notion of unsupervised learning studied by Kearns et al. (STOC '94), which we call here "learning to create" (LTC), an...
114
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ICASSP
2011
IEEE
14 years 4 months ago
2011
IEEE
Professional manual transcription of speech is an expensive and time consuming process. This paper focuses on the problem of combining noisy transcriptions from multiple non-exper...