Extracting predictive information from heterogeneous data streams using Gaussian Processes

Financial markets are notoriously complex environments, presenting vast amounts of noisy, yet potentially informative data. We consider the problem of forecasting financial time series from a wide range of information sources using online Gaussian Processes with Automatic Relevance Determination (AR...

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Bibliographic Details
Main Authors: Ghoshal, S, Roberts, S
Format: Journal article
Published: IOS Press 2016

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