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PR
2010
129views more  PR 2010»
13 years 9 months ago
Parsimonious reduction of Gaussian mixture models with a variational-Bayes approach
Aggregating statistical representations of classes is an important task for current trends in scaling up learning and recognition, or for addressing them in distributed infrastruc...
Pierrick Bruneau, Marc Gelgon, Fabien Picarougne
PROCEDIA
2010
105views more  PROCEDIA 2010»
13 years 9 months ago
Improvement of parallelization efficiency of batch pattern BP training algorithm using Open MPI
The use of tuned collective’s module of Open MPI to improve a parallelization efficiency of parallel batch pattern back propagation training algorithm of a multilayer perceptron...
Volodymyr Turchenko, Lucio Grandinetti, George Bos...
PVLDB
2010
135views more  PVLDB 2010»
13 years 9 months ago
P2PDocTagger: Content management through automated P2P collaborative tagging
As the amount of user generated content grows, personal information management has become a challenging problem. Several information management approaches, such as desktop search,...
Hock Hee Ang, Vivekanand Gopalkrishnan, Wee Keong ...
PVLDB
2010
122views more  PVLDB 2010»
13 years 9 months ago
Database Replication: a Tale of Research across Communities
Replication is a key mechanism to achieve scalability and fault-tolerance in databases. Its importance has recently been further increased because of the role it plays in achievin...
Bettina Kemme, Gustavo Alonso
SIAMCO
2010
147views more  SIAMCO 2010»
13 years 9 months ago
Anytime Reliable Transmission of Real-Valued Information through Digital Noisy Channels
Abstract. The problem of reliably transmitting a real-valued random vector through a digital noisy channel is relevant for the design of distributed estimation and control techniqu...
Giacomo Como, Fabio Fagnani, Sandro Zampieri
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