5785 search results - page 102 / 1157 » Approximability of Probability Distributions |
119
Voted
CORR
1998
Springer
15 years 3 months ago
1998
Springer
Abstract. In many applications of natural language processing (NLP) it is necessary to determine the likelihood of a given word combination. For example, a speech recognizer may ne...
153
Voted
CVPR
2004
IEEE
16 years 5 months ago
2004
IEEE
We consider the problem of the binary classification on imbalanced data, in which nearly all the instances are labelled as one class, while far fewer instances are labelled as the...
155
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ICDCSW
2005
IEEE
15 years 9 months ago
2005
IEEE
Error resilient encoding in video communication is becoming increasingly important due to data transmission over unreliable channels. In this paper, we propose a new power-aware e...
141
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ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
We present a novel algorithm for agglomerative hierarchical clustering based on evaluating marginal likelihoods of a probabilistic model. This algorithm has several advantages ove...
116
Voted
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
The Dirichlet compound multinomial (DCM) distribution, also called the multivariate Polya distribution, is a model for text documents that takes into account burstiness: the fact ...