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    Fourier-Hermite Kalman Filter 

    Type: Journal Paper
    Author : Sarmavuori, Juha; Sarkka, Simo
    Year: 2012
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    On convergence and accuracy of state-space approximations of squared exponential covariance functions 

    Type: Conference Paper
    Author : Sarkka, Simo; Piche, Robert
    Publisher: IEEE
    Year: 2014

    Gaussian quadratures for state space approximation of scale mixtures of squared exponential covariance functions 

    Type: Conference Paper
    Author : Solin, Arno; Sarkka, Simo
    Publisher: IEEE
    Year: 2014

    The 10th annual MLSP competition: First place 

    Type: Conference Paper
    Author : Solin, Arno; Sarkka, Simo
    Publisher: IEEE
    Year: 2014

    Weight moment conditions for L<sup>4</sup> convergence of particle filters for unbounded test functions 

    Type: Conference Paper
    Author : Mbalawata, Isambi S.; Sarkka, Simo
    Publisher: IEEE
    Year: 2014

    Spatiotemporal Learning via Infinite-Dimensional Bayesian Filtering and Smoothing: A Look at Gaussian Process Regression Through Kalman Filtering 

    Type: Journal Paper
    Author : Sarkka, Simo, Arno Solin, and Jouni Hartikainen.
    Publisher: Institute of Electrical and Electronics Engineers (IEEE)
    Year: 2013

    Expectation maximization based parameter estimation by sigma-point and particle smoothing 

    Type: Conference Paper
    Author : Kokkala, Juho , Solin, Arno , Sarkka, Simo
    Publisher: IEEE
    Year: 2014

    RFID-based butterfly location sensing system 

    Type: Conference Paper
    Author : Sarkka, Simo; Viikari, Ville; Jaakkola, Kaarle
    Publisher: IEEE
    Year: 2014

    Series Expansion Approximations of Brownian Motion for Non-Linear Kalman Filtering of Diffusion Processes 

    Type: Journal Paper
    Author : Lyons, Simon M. J.; Sarkka, Simo; Storkey, Amos J.
    Publisher: IEEE
    Year: 2014

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