1443 search results - page 144 / 289 » Learning Generative Models via Discriminative Approaches |
ACL
2000
15 years 2 months ago
2000
Extractive summarization techniques cannot generate document summaries shorter than a single sentence, something that is often required. An ideal summarization system would unders...
120
Voted
ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
A new "herding" algorithm is proposed which directly converts observed moments into a sequence of pseudo-samples. The pseudosamples respect the moment constraints and ma...
69
Voted
ANLP
2000
15 years 2 months ago
2000
The eventual goal of a language model is to accurately predict the value of a missing word given its context. We present an approach to word prediction that is based on learning a...
100
click to vote
SSPR
2004
Springer
15 years 6 months ago
2004
Springer
We present a tutorial survey on some recent approaches to unsupervised machine learning in the context of statistical pattern recognition. In statistical PR, there are two classica...
123
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ICCV
2005
IEEE
15 years 6 months ago
2005
IEEE
For years, researchers in face recognition area have been representing and recognizing faces based on subspace discriminant analysis or statistical learning. Nevertheless, these a...