9 search results - page 1 / 2 » Distribution kernels based on moments of counts |
79
Voted
ICML
2004
IEEE
15 years 11 months ago
2004
IEEE
Many applications in text and speech processing require the analysis of distributions of variable-length sequences. We recently introduced a general kernel framework, rational ker...
100
Voted
COLT
2003
Springer
15 years 3 months ago
2003
Springer
The application of statistical methods to natural language processing has been remarkably successful over the past two decades. But, to deal with recent problems arising in this ï¬...
ICIP
2006
IEEE
15 years 12 months ago
2006
IEEE
Recently, new sampling schemes were presented for signals with finite rate of innovation (FRI) using sampling kernels reproducing polynomials or exponentials [1] [2]. In this pape...
81
Voted
NIPS
2008
14 years 11 months ago
2008
Embeddings of random variables in reproducing kernel Hilbert spaces (RKHSs) may be used to conduct statistical inference based on higher order moments. For sufficiently rich (char...
103
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INFOCOM
2012
IEEE
13 years 19 days ago
2012
IEEE
—Target counting in sensor-based surveillance systems is an interesting task that potentially could have many important applications in practice. In such a system, each sensor ou...