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Johan Alenlöv

Lecturer

Publications

2024

Alessandro Mastrototaro, Jimmy Olsson, Johan Alenlöv (2024) Fast and Numerically Stable Particle-Based Online Additive Smoothing: The AdaSmooth Algorithm Journal of the American Statistical Association, Vol. 119, p. 356-367 (Article in journal) Continue to DOI

2021

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

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 (Article in journal) 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 (Article in journal) 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 (Article in journal) 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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Martin Andrae
PhD student
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Sourabh Balgi
PhD student
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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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Marc Braun
PhD student
Photo of Gabriel Ducrocq
Gabriel Ducrocq
Postdoc
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Filip Ekström Kelvinius
PhD student
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Hariprasath Govindarajan
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Anders Grimvall
Professor Emeritus
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Ann-Charlotte Hallberg
Lecturer
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Isak Hietala
Lecturer
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Adhithyan Kalaivanan
PhD student
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Woodrow Hao Chi Kiang
PhD student
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Erik Larsson
PhD student
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Fredrik Lindsten
Senior Associate Professor, Head of Division
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Sebastian Mair
Assistant Professor
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Lisa Menacher
PhD student
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Frank Miller
Professor, Head of Unit
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Shashi Nagarajan
PhD student
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Anders Nordgaard
Adjunct Associate Professor, Docent
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Louis Ohl
Postdoc
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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
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Dong Qian
Postdoc
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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
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Linda Wänström
Associate Professor, Docent
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Zheng Zhao
Assistant Professor

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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