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David Bergström

PhD student

Publications

2024

Resmi Ramachandranpillai, Md Fahim Sikder, David Bergström, Fredrik Heintz (2024) Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks The journal of artificial intelligence research, Vol. 79, p. 1313-1341 (Article in journal) Continue to DOI

2023

Mattias Tiger, David Bergström, Simon Wijk Stranius, Evelina Holmgren, Daniel de Leng, Fredrik Heintz (2023) On-Demand Multi-Agent Basket Picking for Shopping Stores 2023 IEEE International Conference on Robotics and Automation (ICRA), p. 5793-5799 (Conference paper) Continue to DOI

2021

Mattias Tiger, David Bergström, Andreas Norrstig, Fredrik Heintz (2021) Enhancing Lattice-Based Motion Planning With Introspective Learning and Reasoning IEEE Robotics and Automation Letters, Vol. 6, p. 4385-4392 (Article in journal) Continue to DOI

2020

Fredrik Präntare, Mattias Tiger, David Bergström, Herman Appelgren, Fredrik Heintz (2020) Towards Utilitarian Combinatorial Assignment with Deep Neural Networks and Heuristic Algorithms Trustworthy AI - Integrating Learning, Optimization and Reasoning: First International Workshop, TAILOR 2020, Virtual Event, September 4–5, 2020, Revised Selected Papers, p. 104-111 (Conference paper) Continue to DOI

2019

David Bergström, Mattias Tiger, Fredrik Heintz (2019) Bayesian optimization for selecting training and validation data for supervised machine learning 31st annual workshop of the Swedish Artificial Intelligence Society (SAIS 2019), Umeå, Sweden, June 18-19, 2019. (Conference paper)

About the division

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Artificial Intelligence and Integrated Computer Systems (AIICS)

The AIICS division is part of the Department of Computer and Information Science. The division's main focus is research and teaching in artificial intelligence, its theoretical foundations and its applications.

Colleagues at AIICS

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Mathias Ahlgren
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Mohsen Asgari
PhD student
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Marcel Bollmann
Associate Professor
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Lukas Borggren
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Andreas Bueff
Postdoc
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Magnus Bång
Senior Associate Professor
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Sanjay Chakraborty
Postdoc
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Peter Dalenius
Lecturer
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Ibrahim Delibasoglu
Postdoc
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Patrick Doherty
Professor, Head of Unit
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Ehsan Doostmohammadi
PhD student
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Dominik Drexler
PhD student
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Leif Eriksson
PhD student
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Hoda Fakharzadehjahromy
PhD student
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Johannes Klaus Fichte
Associate Professor
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Martin Forsberg
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Markus Fritzsche
PhD student
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Martin Funkquist
PhD student
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Elliot Gestrin
PhD student
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Kevin Glocker
PhD student
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Daniel Gnad
Assistant Professor
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Christian Gustavsson
PhD student
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Emelie Gustavsson
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Hugo-Henrik Hachem
Postdoc
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Arash Haratian
PhD student
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Fredrik Heintz
Professor, Head of Division, Head of Unit
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Oskar Holmström
PhD student
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Paul Höft
PhD student
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Leo Jarhede
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Peter Jonsson
Professor, Head of Unit
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Marco Kuhlmann
Deputy Head of Department, Professor, Head of Unit
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Kätriin Kukk
PhD student
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Jenny Kunz
Postdoc
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Jonas Kvarnström
Associate Professor, Docent
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Victor Lagerkvist
Associate Professor, Docent
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Arnaud Lequen
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Kristina Levina
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Katerina Linden
Postdoc
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Marcus Lång
PhD student
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Mohamed Maizia
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Dennis Malmgren
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Linda Mannila
Senior Associate Visiting Professor
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Damien Van Meerbeeck
PhD student
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Noah-Manuel Michael
PhD student
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Farid Musayev
PhD student
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Mikael Nilsson
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Ulf Nilsson
Professor Emeritus
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Romina Oji
PhD student
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Sebastian Olsson
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George Osipov
Postdoc
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Tommy Persson
Research Engineer
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Piotr Rudol
Research Engineer
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Jendrik Seipp
Senior Associate Professor, Head of Unit
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Md Fahim Sikder
PhD student
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Mika Skjelnes
PhD student
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Amath Sow
PhD student
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Andrzej Szalas
Professor Emeritus
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Gustaf Söderholm
PhD student
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Mattias Tiger
Postdoc
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Olle Torstensson
PhD student
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Jorke de Vlas
PhD student
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Axel Wennström
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Emil Wiman
PhD student
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Niklas Wretblad
Technician
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Mariusz Wzorek
Research Engineer

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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