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Biographie et livres de Simo Särkkä

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Simo Särkkä is Associate Professor of Electrical Engineering and Automation at Aalto University, Finland, Technical Advisor at IndoorAtlas Ltd., and Adjunct Professor at Tampere University of Technology and Lappeenranta University of Technology. His research interests are in probabilistic modeling and sensor fusion for location sensing, health technology, and machine learning. He has authored over ninety peer-reviewed scientific articles as well as one book, titled Bayesian Filtering and Smoothing (Cambridge, 2013).
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Téléchargez le livre :  Applied Stochastic Differential Equations
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Applied Stochastic Differential Equations

Simo Särkkä , Arno Solin


Cambridge University Press

2019-05-02

PDF, ePub

Stochastic differential equations are differential equations whose solutions are stochastic processes. They exhibit appealing mathematical properties that are useful in modeling uncertainties and noisy phenomena in many disciplines. This book is...

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Télécharger le livre :  Bayesian Filtering and Smoothing
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Bayesian Filtering and Smoothing


Lennart Svensson , Simo Särkkä


Now in its second edition, this accessible text presents a unified Bayesian treatment of state-of-the-art filtering, smoothing, and parameter estimation algorithms for non-linear state space models. The book focuses on discrete-time state space models and carefully...

Parution : 2023-06-15
Format(s) : PDF
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