2263 search results - page 80 / 453 » The Use of Functional and Logic Languages in Machine Learnin... |
109
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ML
2002
ACM
15 years 1 months ago
2002
ACM
Matching Pursuit algorithms learn a function that is a weighted sum of basis functions, by sequentially appending functions to an initially empty basis, to approximate a target fu...
102
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JLP
2006
15 years 1 months ago
2006
This paper describes in detail how to bridge the gap between theory and practice when implementing in Maude structural operational semantics described in rewriting logic, where tr...
125
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JMLR
2012
13 years 3 months ago
2012
The development of accurate models and efficient algorithms for the analysis of multivariate categorical data are important and longstanding problems in machine learning and compu...
116
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ICML
1990
IEEE
15 years 5 months ago
1990
IEEE
We present an approach to modeling the average case behavior of learning algorithms. Our motivation is to predict the expected accuracy of learning algorithms as a function of the...
ICML
2006
IEEE
16 years 2 months ago
2006
IEEE
Kernel functions have become an extremely popular tool in machine learning, with an attractive theory as well. This theory views a kernel as implicitly mapping data points into a ...