33 search results - page 1 / 7 » Estimating the unseen: A sublinear-sample canonical estimato... |
71
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ECCC
2010
14 years 9 months ago
2010
We introduce a new approach to characterizing the unobserved portion of a distribution, which provides sublinear-sample additive estimators for a class of properties that includes...
237
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ICA
2012
Springer
13 years 5 months ago
2012
Springer
Independent component analysis (ICA) is possibly the most widespread approach to solve the blind source separation (BSS) problem. Many different algorithms have been proposed, tog...
ACL
1994
14 years 11 months ago
1994
In many applications of natural language processing it is necessary to determine the likelihood of a given word combination. For example, a speech recognizer may need to determine...
PRL
2008
14 years 9 months ago
2008
Pattern classification techniques derived from statistical principles have been widely studied and have proven powerful in addressing practical classification problems. In real-wo...
ICPR
2010
IEEE
14 years 9 months ago
2010
IEEE
—Evaluating the performance of a classification algorithm critically requires a measure of the degree to which unseen examples have been identified with their correct class lab...