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4. Unsupervised Variational Bayesian Kalman Filtering For Large-Dimensional Gaussian Systems

Unsupervised Variational Bayesian Kalman Filtering For Large-Dimensional Gaussian Systems

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IEEE ICASSP 2020 Virtual Conference May 2020

This paper considers the unsupervised filtering problem for large-dimensional linear and Gaussian systems, a setup in which the optimal Kalman filter (KF) might not be usable due to the exorbitant computational cost and storage requirements. For this prob

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Unsupervised Variational Bayesian Kalman Filtering For Large-Dimensional Gaussian Systems

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This paper considers the unsupervised filtering problem for large-dimensional linear and Gaussian systems, a setup in which the optimal Kalman filter (KF) might not be usable due to the exorbitant computational cost and storage requirements. For this prob