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Arno Solin

Arno Solin

Arno Solin is an Assistant Professor at Aalto University, specializing in artificial intelligence and machine learning with a focus on uncertainty quantification, robustness, and scalable inference. His research has been widely recognized, with over 70 peer-reviewed publications in top-tier venues in machine learning, earning multiple Best Paper Awards. Professor Solin is an ELLIS Scholar in the European Laboratory for Learning and Intelligent Systems, the pan-European AI network of excellence.

In addition to his research, Professor Solin is actively involved in teaching and academic leadership. He developed and teaches the popular 'Introduction to Artificial Intelligence' course at Aalto University. He has been recognized for his teaching excellence with several awards, including the 'Teacher of the Year' in his department. Beyond the classroom, he plays a key role in shaping the future of AI education in Finland as the Director of the Finnish Doctoral Program Network in Artificial Intelligence (AI-DOC) and through his involvement with the Finnish Center for AI (FCAI).

Full researcher profile
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arno.solin@aalto.fi

Palkinnot

Positive Semi-Definite Circuits

HIIT short term project
Granted funding (public project funding) Department of Computer Science Nov 2022

Phase I Finalist in OpenCV AI Competition 2021

An international AI competition celebrating OpenCV's 20th anniversary.
Invitation or ranking in competition Department of Computer Science Jan 2021

NeurIPS Reviewer Award

Ranked among the top reviewers for NeurIPS 2020.
Award or honor granted for a specific work Department of Computer Science Jan 2020

ICML Reviewer Award

ICML 2020 top reviewer recognition.
Award or honor granted for a specific work Department of Computer Science Jan 2020

NeurIPS Reviewer Award

Ranked among the top reviewers for NeurIPS 2019.
Award or honor granted for a specific work Department of Computer Science Jan 2019

Best Paper Award at FUSION 2018

The paper "Scalable Magnetic Field SLAM in 3D Using Gaussian Process Maps" by Manon Kok and Arno Solin was awarded the Best Paper award at the FUSION conference in Cambridge, UK.
Award or honor granted for a specific work Professorship Solin A. Jul 2018

Best Paper Award

Best Paper Award at the Young Demographers conference for the paper "Computationally Inferred Genealogical Networks UncoverLong-Term Trends in Assortative Mating" by Eric Malmi, Aristides Gionis, and Arno Solin.
Award or honor granted for a specific work Department of Computer Science Feb 2018

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  • Computer Science Professors, Professor (Associate Professor)
  • Computer Science - Artificial Intelligence and Machine Learning (AIML) - Research area, Professor (Associate Professor)
  • Professorship Solin A., Professor (Associate Professor)

Julkaisut

Oliver Hamelijnck, Arno Solin, Theodoros Damoulas 2025 Advances in Neural Information Processing Systems 37 (NeurIPS 2024)

Marcus Klasson, Riccardo Mereu, Juho Kannala, Arno Solin 2025 Computer Vision – ECCV 2024 Workshops

Najwa Laabid, Severi Rissanen, Markus Heinonen, Arno Solin, Vikas Garg 2025 13th International Conference on Learning Representations, ICLR 2025

Rui Li, Martin Trapp, Marcus Klasson, Arno Solin 2025 Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025

Rui Li, Marcus Klasson, Arno Solin, Martin Trapp 2025 13th International Conference on Learning Representations, ICLR 2025

Haishan Wang, Mohammad Hassan Vali, Arno Solin 2025 Image Analysis - 23rd Scandinavian Conference, SCIA 2025, Reykjavik, Iceland, June 23–25, 2025, Proceedings, Part I

Haishan Wang, Arno Solin, Vikas Garg 2025 Transactions on Machine Learning Research

Manon Kok, Arno Solin 2024 2024 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2024

Manon Kok, Arno Solin, Thomas B. Schön 2024 Data-Centric Engineering

Lorenzo Loconte, Aleksanteri Sladek, Stefan Mengel, Martin Trapp, Arno Solin, Nicolas Gillis, Antonio Vergari 2024 12th International Conference on Learning Representations (ICLR 2024)