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We introduce the mixture of Gaussian processes (MGP) model which is useful for applications in which the optimal bandwidth of a map is input dependent. The MGP is derived from the...

Volker Tresp

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NIPS
2000

131views Information Technology» more NIPS 2000»

Periodic Component Analysis: An Eigenvalue Method for Representing Periodic Structure in Speech

13 years 7 months ago

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An eigenvalue method is developed for analyzing periodic structure in speech. Signals are analyzed by a matrix diagonalization reminiscent of methods for principal component analy...

Lawrence K. Saul, Jont B. Allen

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NIPS
2000

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Bayes Networks on Ice: Robotic Search for Antarctic Meteorites

13 years 7 months ago

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A Bayes network based classifier for distinguishing terrestrial rocks from meteorites is implemented onboard the Nomad robot. Equipped with a camera, spectrometer and eddy current...

Liam Pedersen, Dimitrios Apostolopoulos, William W...

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