Arno Solin
Scholar

Arno Solin

Google Scholar ID: U_fJCnAAAAAJ
Associate Professor in Machine Learning, Aalto University
Machine learningGaussian processesSensor fusionGenerative modelling
Citations & Impact
All-time
Citations
4,988
 
H-index
32
 
i10-index
58
 
Publications
20
 
Co-authors
58
list available
Resume (English only)
Academic Achievements
  • Winner of the ISIF 2018 Jean-Pierre Le Cadre Best Paper Award; winner of the MLSP 2014 Schizophrenia Classification Challenge on Kaggle; co-author of 'Applied Stochastic Differential Equations' published by Cambridge University Press; Program Chair for AISTATS 2026; presented five papers at ICLR 2025; awarded 'AI Researcher of the Year' by AI Finland; one of his students, Lassi Meronen, received recognition for his doctoral thesis; Director of the Finnish Doctoral Program Network in AI (AI-DOC); Teacher of the Year 2023 at Aalto University Department of Computer Science.
Research Experience
  • Leads a research group in machine learning at Aalto; worked as a team-lead in industry (2015–2017); held an Academy of Finland post-doctoral fellowship (2017–2020); involved in significant organizational roles in international conferences such as AISTATS, NeurIPS, etc.
Education
  • He has held visiting researcher positions in Prof. Neil Lawrence's group at the University of Sheffield (2013), the Computational and Biological Learning Lab (CBL) at the University of Cambridge (2017–2018), and Prof. Thomas Schön's group at Uppsala University (2019).
Background
  • Dr. Arno Solin is an Associate Professor (with tenure) in Machine Learning and Academy of Finland Research Fellow at the Department of Computer Science at Aalto University, Finland. His research interests are in data-efficient machine learning, with a special interest in probabilistic methods for real-time inference and sensor fusion.
Miscellany
  • Also an ELLIS Scholar, holds an Adjunct Professorship (Title of Docent) at Tampere University, member of the Young Academy Finland, and coordinating professor of the ‘Next-generation Data-efficient Deep Learning’ program of the Finnish Center of Artificial Intelligence (FCAI).