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» Dependent Gaussian Processes
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220
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JMLR
2010
169views more  JMLR 2010»
15 years 2 months ago
Consensus-Based Distributed Support Vector Machines
This paper develops algorithms to train support vector machines when training data are distributed across different nodes, and their communication to a centralized processing unit...
Pedro A. Forero, Alfonso Cano, Georgios B. Giannak...
ICASSP
2011
IEEE
14 years 11 months ago
Multi-microphone interference suppression using the principal subspace modification and its application to speech recognition
It has been shown that the principal subspace based multi-channel Wiener filter (MWF) provides better performance than the conventional MWF for the interference suppression in th...
Gibak Kim
166
Voted
ICASSP
2011
IEEE
14 years 11 months ago
Voice source features for cognitive load classification
Previous work in speech-based cognitive load classification has shown that the glottal source contains important information for cognitive load discrimination. However, the relia...
Tet Fei Yap, Julien Epps, Eliathamby Ambikairajah,...
286
Voted
SIAMMAX
2011
157views more  SIAMMAX 2011»
14 years 10 months ago
Deflated Restarting for Matrix Functions
We investigate an acceleration technique for restarted Krylov subspace methods for computing the action of a function of a large sparse matrix on a vector. Its effect is to ultima...
Michael Eiermann, Oliver G. Ernst, Stefan Güt...
230
Voted
SIGMOD
2011
ACM
150views Database» more  SIGMOD 2011»
14 years 10 months ago
WHAM: a high-throughput sequence alignment method
Over the last decade the cost of producing genomic sequences has dropped dramatically due to the current so called “next-gen” sequencing methods. However, these next-gen seque...
Yinan Li, Allison Terrell, Jignesh M. Patel