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Hartikainen, Jouni

  1. Sequential Inference for Latent Force Models
    2012/02/14 by Jouni Hartikainen, Hartikainen, Jouni, Simo Särkkä +1 · 2 citations
    Computer Science · #Target Tracking and Data Fusion in Sensor Networks #Gaussian Processes and Bayesian Inference #Time Series Analysis and Forecasting
  2. State-Space Inference for Non-Linear Latent Force Models with Application to Satellite Orbit Prediction
    2012/06/18 by Hartikainen, Jouni, Seppanen, Mari, Sarkka, Simo · 2 citations
    #Data Analysis #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Computer and information sciences #FOS: Physical sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an)
  3. Bayesian Modeling with Gaussian Processes using the GPstuff Toolbox
    2012/06/25 by Jarno Vanhatalo, Jaakko Riihimäki, Vanhatalo, Jarno +9 · 2 citations
    Computer Science · Decision Sciences · #Gaussian Processes and Bayesian Inference #Simulation Techniques and Applications #Time Series Analysis and Forecasting