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Sebastian Mair

Assistant Professor

In my research, I am interested in statistical machine learning, especially in efficient representations of data.

I am an Assistant Professor at the Division of Statistics and Machine Learning at Linköping University, Sweden.

In my research, I am interested in statistical machine learning and especially in efficient representations of data.

Please refer to my personal website for more information.

Publications

2025

Dominik Fay, Sebastian Mair, Jens Sjölund (2025) Personalized Privacy Amplification via Importance Sampling Transactions on Machine Learning Research (Article in journal)

2024

Maria Bånkestad, Jennifer Andersson, Sebastian Mair, Jens Sjölund (2024) Ising on the Graph: Task-specific Graph Subsampling via the Ising Model The Third Learning on Graphs Conference (Conference paper)
Friederike Baier, Sebastian Mair, Samuel G. Fadel (2024) Self-Supervised Siamese Autoencoders Advances in Intelligent Data Analysis XXII: Part I, p. 117-128 (Conference paper) 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

Photo of Amirhossein Ahmadian
Amirhossein Ahmadian
Photo of Johan Alenlöv
Johan Alenlöv
Lecturer
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Martin Andrae
PhD student
Photo of Sourabh Balgi
Sourabh Balgi
Photo of Krzysztof Bartoszek
Krzysztof Bartoszek
Senior Associate Professor
Photo of Jonas Bjermo
Jonas Bjermo
Postdoc
Photo of Bayu Brahmantio
Bayu Brahmantio
PhD student
Placeholder for missing image of Marc Braun
Marc Braun
PhD student
Photo of Gabriel Ducrocq
Gabriel Ducrocq
Postdoc
Photo of Filip Ekström Kelvinius
Filip Ekström Kelvinius
PhD student
Photo of Hariprasath Govindarajan
Hariprasath Govindarajan
Placeholder for missing image of Anders Grimvall
Anders Grimvall
Photo of Ann-Charlotte Hallberg
Ann-Charlotte Hallberg
Lecturer
Photo of Isak Hietala
Isak Hietala
Lecturer
Photo of Adhithyan Kalaivanan
Adhithyan Kalaivanan
PhD student
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Woodrow Hao Chi Kiang
Photo of Erik Larsson
Erik Larsson
PhD student
Photo of Fredrik Lindsten
Fredrik Lindsten
Senior Associate Professor, Head of Division
Photo of Lisa Menacher
Lisa Menacher
PhD student
Photo of Frank Miller
Frank Miller
Professor, Head of Unit
Photo of Shashi Nagarajan
Shashi Nagarajan
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Anders Nordgaard
Adjunct Associate Professor, Docent
Photo of Louis Ohl
Louis Ohl
Postdoc
Photo of Joel Oskarsson
Joel Oskarsson
PhD student
Photo of Jose M Pena
Jose M Pena
Senior Associate Professor, Head of Unit
Photo of Jolanta Pielaszkiewicz
Jolanta Pielaszkiewicz
Associate Professor
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Dong Qian
Postdoc
Photo of Oleg Sysoev
Oleg Sysoev
Senior Associate Professor
Photo of Annika Tillander
Annika Tillander
Associate Professor
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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

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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