Home
Photo of Johan Alenlöv

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) https://dx.doi.org/10.1080/01621459.2022.2118602

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) https://dx.doi.org/10.1007/s10463-018-0698-1

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) https://dx.doi.org/10.1109/TSP.2019.2941066

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) https://dx.doi.org/10.3150/16-BEJ801

About the division

A pair of hands holding a dice.

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

Photo of Martin Andrae
Martin Andrae
PhD student
Photo of Krzysztof Bartoszek
Krzysztof Bartoszek
Senior Associate Professor
Photo of Bayu Brahmantio
Bayu Brahmantio
PhD student
Photo of Marc Braun
Marc Braun
PhD student
Photo of Gabriel Ducrocq
Gabriel Ducrocq
Photo of Filip Ekström Kelvinius
Filip Ekström Kelvinius
Postdoc
Photo of Hariprasath Govindarajan
Hariprasath Govindarajan
Placeholder for missing image of Anders Grimvall
Anders Grimvall
Professor Emeritus
Photo of Ann-Charlotte Hallberg
Ann-Charlotte Hallberg
Lecturer
Photo of Isak Hietala
Isak Hietala
Lecturer
Photo of Adhithyan Kalaivanan
Adhithyan Kalaivanan
PhD student
Placeholder for missing image of Woodrow Hao Chi Kiang
Woodrow Hao Chi Kiang
Placeholder for missing image of Tomas Landelius
Tomas Landelius
Adjunct Associate Professor
Photo of Erik Larsson
Erik Larsson
PhD student
Photo of Fredrik Lindsten
Fredrik Lindsten
Professor, Head of Division
Photo of Sebastian Mair
Sebastian Mair
Assistant Professor
Photo of Lisa Menacher
Lisa Menacher
PhD student
Placeholder for missing image of Andrew Millard
Andrew Millard
Research Engineer
Photo of Frank Miller
Frank Miller
Professor, Head of Unit
Photo of Shashi Nagarajan
Shashi Nagarajan
Photo of Edward Ngailo
Edward Ngailo
Photo of Louis Ohl
Louis Ohl
Postdoc
Photo of Jose M Pena
Jose M Pena
Senior Associate Professor, Head of Unit
Photo of Jolanta Pielaszkiewicz
Jolanta Pielaszkiewicz
Associate Professor
Photo of Erik Raab
Erik Raab
Research Engineer
Placeholder for missing image of Behnaz Rivandi
Behnaz Rivandi
PhD student
Photo of Oleg Sysoev
Oleg Sysoev
Senior Associate Professor
Photo of Annika Tillander
Annika Tillander
Associate Professor
Photo of Bertil Wegmann
Bertil Wegmann
Associate Professor
Photo of Josef Wilzén
Josef Wilzén
Lecturer
Photo of Linda Wänström
Linda Wänström
Associate Professor, Docent
Photo of Zheng Zhao
Zheng Zhao
Assistant Professor, Docent

About the department

Image of Building E, Campus Valla.

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.