831 search results - page 55 / 167 » Unsupervised Learning of Dependency Structure for Language M... |
154
Voted
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
We consider Gaussian multiresolution (MR) models in which coarser, hidden variables serve to capture statistical dependencies among the finest scale variables. Tree-structured MR ...
111
Voted
MM
2006
ACM
15 years 8 months ago
2006
ACM
Expressing and analysing data dependency in multimedia streams is promising, since content-aware policies at a transport level would benefit from such services. In this paper we ...
132
Voted
AAAI
2008
15 years 5 months ago
2008
Matrix factorization algorithms are frequently used in the machine learning community to find low dimensional representations of data. We introduce a novel generative Bayesian pro...
126
Voted
EMNLP
2010
15 years 19 days ago
2010
Confidence-Weighted linear classifiers (CW) and its successors were shown to perform well on binary and multiclass NLP problems. In this paper we extend the CW approach for sequen...
163
Voted
JMLR
2012
13 years 5 months ago
2012
Reducing the number of labeled examples required to learn accurate prediction models is an important problem in structured output prediction. In this paper we propose a new transd...