6181 search results - page 423 / 1237 » Predictive Matrix-Variate t Models |
166
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ICML
2007
IEEE
16 years 5 months ago
2007
IEEE
In many prediction tasks, selecting relevant features is essential for achieving good generalization performance. Most feature selection algorithms consider all features to be a p...
143
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CADE
2001
Springer
16 years 5 months ago
2001
Springer
Context trees are a popular and effective tool for tasks such as compression, sequential prediction, and language modeling. We present an algebraic perspective of context trees for...
139
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STOC
1997
ACM
15 years 9 months ago
1997
ACM
Abstract. We study online learning algorithms that predict by combining the predictions of several subordinate prediction algorithms, sometimes called “experts.” These simple a...
167
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IJCAI
2007
15 years 6 months ago
2007
Recently, significant progress has been made on learning structured predictors via coordinated training algorithms such as conditional random fields and maximum margin Markov ne...
121
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ISCA
2003
IEEE
15 years 10 months ago
2003
IEEE
Value prediction exploits localities in value streams. Previous research focused on exploiting two types of value localities, computational and context-based, in the local value h...