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Johan Alenlöv

Lecturer

Publications

2022

Alessandro Mastrototaro, Jimmy Olsson, Johan Alenlöv (2022) Fast and Numerically Stable Particle-Based Online Additive Smoothing: The AdaSmooth Algorithm Journal of the American Statistical Association Continue to DOI

2021

Johan Alenlöv, Arnaud Doucet, Fredrik Lindsten (2021) Pseudo-Marginal Hamiltonian Monte Carlo Journal of machine learning research, Vol. 22

2020

Jimmy Olsson, Johan Westerborn (2020) Particle-based online estimation of tangent filters with application to parameter estimation in nonlinear state-space models Annals of the Institute of Statistical Mathematics, Vol. 72, p. 545-576 Continue to DOI

2019

Johan Alenlöv, Jimmy Olsson (2019) Particle-based adaptive-lag online marginal smoothing in general state-space models IEEE Transactions on Signal Processing, Vol. 67, p. 5571-5582 Continue to DOI

2017

Jimmy Olsson, Johan Westerborn (2017) Efficient particle-based online smoothing in general hidden Markov models: The PaRIS algorithm Bernoulli, Vol. 23, p. 1951-1996 Continue to DOI

About the division

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The Division of Statistics and Machine Learning (STIMA)

The STIMA division is part of the Department of Computer and Information Science. The research and teaching activities are focused on modern data analysis and the division hosts the international master's programme in Statistics and Machine Learning.

Colleagues at STIMA

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Amirhossein Ahmadian
PhD student
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Sourabh Balgi
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Krzysztof Bartoszek
Senior Associate Professor
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Jonas Bjermo
Postdoc
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Bayu Brahmantio
PhD student
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Gabriel Ducrocq
Postdoc
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Filip Ekström Kelvinius
PhD student
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Hariprasath Govindarajan
Anders Grimvall
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Ann-Charlotte Hallberg
Lecturer
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Isak Hietala
Lecturer
Woodrow Hao Chi Kiang
PhD student
Camilla Kirkegaard
Research Engineer
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Fredrik Lindsten
Senior Associate Professor, Head of Division, Head of Unit
Samuel Matthiesen
Postdoc
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Frank Miller
Professor
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Shashi Nagarajan
Anders Nordgaard
Adjunct Associate Professor, Docent
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Amanda Olmin
PhD student
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Joel Oskarsson
PhD student
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Jose M Pena
Senior Associate Professor, Head of Unit
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Jolanta Pielaszkiewicz
Associate Professor
Dong Qian
Postdoc
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Héctor Rodriguez Déniz
Lecturer
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Oleg Sysoev
Senior Associate Professor
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Annika Tillander
Associate Professor
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Bertil Wegmann
Associate Professor
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Josef Wilzén
Lecturer
Linda Wänström
Associate Professor, Docent

About the department

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Department of Computer and Information Science (IDA)

The Department of Computer and Information Science is one of the largest departments in northern Europe in its field. Research activity covers artificial intelligence, human-computer interaction, software and computer systems, and data science.

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