Research output per year
Research output per year
Aalto SCI Computer Science Konemiehentie 2
Research activity per year
I have a broad interest in statistical modelling, machine learning, and signal processing. My key research interests are in Bayesian inference methods for stochastic dynamical systems, linear and non-linear Kalman filtering, and Gaussian process models and infinite-dimensional Kalman filtering for spatio-temporal models.
My application areas revolve around real-time inference applications on limited hardware such as smartphones. These include sensor fusion applications for tracking and localisation, and temporal and spatio-temporal modelling of, e.g., the weather and human brain.
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Doctoral degree, Engineering and Technology, Aalto University
Award Date: 20 Apr 2016
Master's degree, Engineering and Technology, Aalto University
Award Date: 13 Jun 2012
Bachelor's degree, Engineering and Technology, Aalto University
Award Date: 15 Jun 2011
Research output: Contribution to journal › Article › Scientific › peer-review
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Research output: Contribution to journal › Article › Scientific › peer-review
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Research output: Contribution to conference › Paper › Scientific › peer-review
01/01/2023 → 31/12/2024
Project: Academy of Finland: Other research funding
01/01/2023 → 31/12/2024
Project: Academy of Finland: Other research funding
01/09/2021 → 31/12/2024
Project: Academy of Finland: Other research funding
01/09/2021 → 31/08/2026
Project: Academy of Finland: Other research funding
Ari, H. (Creator), Solin, A. (Creator) & Kannala, J. (Creator), 2018
DOI: 10.5281/zenodo.1455187, https://zenodo.org/api/records/1455188
Dataset
Vehtari, A. (Creator), Vanhatalo, J. (Creator), Sivula, T. (Creator), Solin, A. (Creator), Siivola, E. (Creator), Hartmann, M. (Creator), Steinhart, J. (Creator) & Karikomi, M. (Creator), 2021
DOI: 10.5281/zenodo.4579993, https://zenodo.org/record/4579994
Dataset: Software or code
Cortes Reina, S. (Creator), Solin, A. (Creator), Rahtu, E. (Creator) & Kannala, J. (Creator), 2018
DOI: 10.5281/zenodo.1320824, https://github.com/AaltoVision/ADVIO and one more link, https://zenodo.org/record/1476931 (show fewer)
Dataset
Hamelijnck, O. (Creator), Wilkinson, W. (Creator), Loppi, N. A. (Creator), Solin, A. (Creator) & Damoulas, T. (Creator), 2021
DOI: 10.5281/zenodo.4531303, https://zenodo.org/record/4531304
Dataset
Heljakka, A. (Creator), Hou, Y. (Creator), Kannala, J. (Creator) & Solin, A. (Creator), 2020
DOI: 10.5281/zenodo.4298893, https://doi.org/10.5281/zenodo.4298894 and 2 more links, https://arxiv.org/abs/1912.10321, https://github.com/AaltoVision/automodulator (show fewer)
Dataset
Malmi, Eric (Recipient), Solin, Arno (Recipient) & Gionis, Aristides (Recipient), 16 Feb 2018
Prize: Award or honor granted for a specific work
Solin, Arno (Recipient), 12 Jul 2018
Prize: Award or honor granted for a specific work
Solin, Arno (Recipient), 2019
Prize: Award or honor granted for a specific work
Solin, Arno (Recipient), 2020
Prize: Award or honor granted for a specific work
Arno Solin (Speaker) & James Hensman (Speaker)
Activity: Talk or presentation types › Invited academic talk
Arno Solin (Examiner)
Activity: Academic assessments › Pre-examination of doctoral thesis or acting as opponent to doctoral students or membership of doctoral thesis committee or board
Arno Solin (Speaker)
Activity: Talk or presentation types › Invited academic talk
Arno Solin (Chair)
Activity: Participating in or organising an event types › Membership of an organizing committee or other positions of trust of a conference or a seminar
Arno Solin (Speaker)
Activity: Talk or presentation types › Invited academic talk
05/05/2023
1 item of Media coverage
Press/Media: Media appearance
13/04/2023
1 item of Media coverage
Press/Media: Media appearance
03/02/2023
1 item of Media coverage
Press/Media: Media appearance
02/12/2022
1 item of Media coverage
Press/Media: Media appearance
25/05/2022
1 item of Media coverage
Press/Media: Media appearance