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.

Publications

2026

Ahc猫ne Boubekki, Samuel G. Fadel, Sebastian Mair (2026) Machine Learning and Knowledge Discovery in Databases. Research Track.: ECML PKDD 2026, p. 449-467 (Conference paper)

Sophia N. Wilson, Andrew Millard, Gu冒r煤n Fj贸la Gu冒mundsd贸ttir, Raghavendra Selvan, Sebastian Mair (2026) Proceedings of the 43rd International Conference on Machine Learning, p. 172585-172604 (Conference paper)

Aleix Alcacer, Irene Epifanio, Sebastian Mair, Morten Morup (2026) IEEE Transactions on Pattern Analysis and Machine Intelligence (Article, review/survey)

Sophia N. Wilson, Sebastian Mair, Mophat Okinyi, Erik B. Dam, Janin Koch, Raghavendra Selvan (2026) Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency, p. 441-466 (Conference paper)

Cornelia C. K盲sbohrer, Sebastian Mair, Lili Jiang (2026) Proceedings of Machine Learning Research: Proceedings of the 7th Northern Lights Deep Learning Conference (NLDL), p. 211-234 (Conference paper)

News

Panel discussion on AI and sustainability.

Researchers call for greater responsibility and sustainability in AI development

AI development must be matched by responsibility, improved governance, and sustainability. That is the message from scientists at 糖心直播, who met across disciplines to discuss values, security, environmental impacts and AI politics.

About the division

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

Hariprasath Govindarajan

Anders Grimvall

Ann-Charlotte Hallberg

Lecturer

Isak Hietala

Lecturer

Vinit Shambhu Horakeri

Professor, Head of Division

Lisa Menacher

PhD student

Frank Miller

Professor, Head of Unit

Shashi Nagarajan

Jose M Pena

Senior Associate Pro, Head of Unit

Jolanta Pielaszkiewicz

Associate Professor, Docent

Zheng Zhao

Assistant Professor, Docent

About the department

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.

糖心直播

Sebastian Mair

Publications

2026

News

Researchers call for greater responsibility and sustainability in AI development

About the division

The Division of Statistics and Machine Learning (STIMA)

Colleagues at STIMA

About the department

Department of Computer and Information Science (IDA)

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