Biography
Short (~50 words)
Dr. Arno Solin is an Associate Professor (with tenure) in Machine Learning at the Department of Computer Science at Aalto University, Finland. He is an ELLIS Scholar and holds an Adjunct Professorship (Title of Docent) at Tampere University and is the coordinating professor of the ‘Next-generation Data-efficient Deep Learning’ program of the Finnish Center of Artificial Intelligence (FCAI). His research interests are in data-efficient machine learning, with special interest in probabilistic methods for real-time inference and sensor fusion.
Long (~250 words)
Dr. Arno Solin is a tenured Associate Professor of Machine Learning and Principal Investigator at ELLIS Institute Finland and Aalto University, where he leads a research group working on data-efficient and probabilistic machine learning for artificial intelligence. His research focuses especially on methods for efficient inference and learning, dynamical systems, and sensor fusion.
Arno is an ELLIS Scholar, an Adjunct Professor (Docent) at Tampere University, and coordinates the Next-generation Data-efficient Deep Learning program of the Finnish Center for Artificial Intelligence (FCAI). He has served in senior organizing and reviewing roles at major machine learning conferences, including as Program Chair and General Chair of AISTATS and Senior Area Chair for NeurIPS and ICML. His research has led to both academic and real-world impact. He takes an active role in industry mentorship and consulting, and he is also a co-author of the Cambridge University Press book Applied Stochastic Differential Equations.
Before joining the Aalto faculty in 2018, Arno worked in industry and held an Academy of Finland postdoctoral fellowship. He has been a visiting researcher at the University of Sheffield, the University of Cambridge, and Uppsala University.
Suomeksi
Tekniikan tohtori Arno Solin on koneoppimisen professori ja akatemiatutkija Aalto-yliopiston tietotekniikan laitoksella. Hän on myös Tampereen yliopiston dosentti, Nuorten Tiedeakatemian jäsen ja koordinoi Suomen tekoälykeskuksen (Finnish Center for Artificial Intelligence, FCAI) syväoppimiseen liittyvää tutkimusohjelmaa. Hänen keskittyy tutkimuksessaan kehittämään tehokkaampia koneoppimismenetelmiä ja erityisesti todennäköisyyspohjaisiin reaaliaikaisiin menetelmiin ja sensorifuusioon.
På svenska
Doktor Arno Solin är professor i maskininlärning samt Finlands Akademis akademiforskare vid Aalto-universitetets institution för datateknik. Han är också docent vid Tampereen yliopisto, medlem av Unga vetenskapsakademien i Finland och samordnar forskningsprogrammet för djupinlärning vid Centret för artificiell intelligens (FCAI). Hans forskning fokuserar på att utveckla effektivare maskininlärningsmetoder, och i synnerhet sannolikhetsbaserade realtidsmetoder för sensorfusion.
Photos
You can enjoy a couple of high-resolution photographs of Arno below. Where indicated, these have been provided by external people, who have kindly allowed me to share them online. Please acknowledge the photographer if you use these photos.
