213 search results - page 32 / 43 » Learning of Variability for Invariant Statistical Pattern Re... |
128
Voted
KDD
2002
ACM
16 years 2 months ago
2002
ACM
Relational Markov models (RMMs) are a generalization of Markov models where states can be of different types, with each type described by a different set of variables. The domain ...
130
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CIKM
2008
Springer
15 years 3 months ago
2008
Springer
Statistical machine learning techniques for data classification usually assume that all entities are i.i.d. (independent and identically distributed). However, real-world entities...
139
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ALT
2004
Springer
15 years 5 months ago
2004
Springer
Abstract. We present a survey of recent results concerning the theoretical and empirical performance of algorithms for learning regularized least-squares classifiers. The behavior ...
133
Voted
KDD
2007
ACM
16 years 2 months ago
2007
ACM
The problem of multimodal data mining in a multimedia database can be addressed as a structured prediction problem where we learn the mapping from an input to the structured and i...
132
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PR
2007
15 years 1 months ago
2007
In this paper, we present a learning-based image processing technique. We have developed a novel method to map high dynamic range scenes to low dynamic range images for display in...