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» The Topographic Product of Experts

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ICML
2010
IEEE

342views Machine Learning» more ICML 2010»

Dynamical Products of Experts for Modeling Financial Time Series

13 years 8 months ago

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Predicting the "Value at Risk" of a portfolio of stocks is of great significance in quantitative finance. We introduce a new class models, "dynamical products of ex...

Yutian Chen, Max Welling

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PAMI
2002

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Recognizing Handwritten Digits Using Hierarchical Products of Experts

13 years 7 months ago

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The product of experts learning procedure [1] can discover a set of stochastic binary features that constitute a nonlinear generative model of handwritten images of digits. The qua...

Guy Mayraz, Geoffrey E. Hinton

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ESANN
2001

107views Neural Networks» more ESANN 2001»

Matching analogue hardware with applications using the Products of Experts algorithm

13 years 8 months ago

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Probabilistic algorithms o er a means of computing that works with the grain of analogue hardware, rather than against it. This paper proposes the use of such an algorithm in appli...

Patrice Fleury, Robin Woodburn, Alan F. Murray

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ICASSP
2010
IEEE

111views Signal Processing» more ICASSP 2010»

Statistical parametric speech synthesis based on product of experts

13 years 7 months ago