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NIPS
2000
15 years 8 months ago
Sparse Representation for Gaussian Process Models
We develop an approach for a sparse representation for Gaussian Process (GP) models in order to overcome the limitations of GPs caused by large data sets. The method is based on a...
Lehel Csató, Manfred Opper
ANOR
2002
57views more  ANOR 2002»
15 years 6 months ago
Redefining Event Variables for Efficient Modeling of Continuous-Time Batch Processing
Abstract: We define events so as to reduce the number of events and decision variables needed for modeling batchscheduling problems such as described in [Westenberger and Kallrath ...
Siqun Wang, Monique Guignard
184
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ICASSP
2010
IEEE
15 years 7 months ago
Detection-based speech recognition with sparse point process models
Aren Jansen, Partha Niyogi