Professorship Solin A.

UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):

Paul Chang
- Professorship Solin A. - Doctoral Researcher
- Department of Computer Science - Doctoral Researcher
- School common, SCI
Person: Doctoral students, Doctoral Student
20192023
Rui Li
- Department of Computer Science - Doctoral Researcher
- Professorship Solin A. - Doctoral Researcher
- School common, SCI
Person: Doctoral students, Doctoral Student
20192023
Arno Solin
- Department of Computer Science - Academy Research Fellow, Assistant Professor
- Computer Science Professors - Academy Research Fellow
- Computer Science - Artificial Intelligence and Machine Learning (AIML) - Academy Research Fellow
- Professorship Solin A. - Academy Research Fellow
Person: Postdoctoral researchers, Professors, tenure track
20102023

44 Conference contribution
9 Paper
6 Article
1 Book
More
- 1 Poster

Bayes-Newton Methods for Approximate Bayesian Inference with PSD Guarantees
Wilkinson, W., Särkkä, S. & Solin, A., Mar 2023, In: Journal of Machine Learning Research. 24, p. 1−50
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
Expansion of Visual Hints for Improved Generalization in Stereo Matching
Pilzer, A., Hou, Y., Loppi, N., Solin, A. & Kannala, J., 2023, Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023. IEEE, p. 5829-5838 10 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Open Access
1 Citation (Scopus)
Improving Hyperparameter Learning under Approximate Inference in Gaussian Process Models
Li, R., John, ST. & Solin, A., Jul 2023, Proceedings of the 40th International Conference on Machine Learning. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). JMLR, p. 19595-19615 21 p. (Proceedings of Machine Learning Research; vol. 202).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Open Access
File

TuringLang/MCMCChains.jl: v5.5.0
Pfiffer, C. (Contributor), Widmann, D. (Contributor), Trapp, M. (Creator), Goedman, R. J. (Contributor), Borregaard, M. K. (Contributor), Huijzer, R. (Contributor), Ge, H. (Contributor), Xu, K. (Contributor), Axen, S. (Contributor), Noack, A. (Contributor), Elrod, C. (Contributor), Karikomi, M. (Contributor), Mehr, H. (Contributor) & Tebbutt, W. (Creator), Zenodo, 2022
DOI: 10.5281/zenodo.3382824, https://zenodo.org/record/7193462 and 3 more links, https://doi.org/10.5281/zenodo.7102524, https://doi.org/10.5281/zenodo.6624894, https://doi.org/10.5281/zenodo.6523885 (show fewer)
Dataset: Software or code
Data for NeurIPs 2021 submission: Spatio-Temporal Variational Gaussian Processes
Hamelijnck, O. (Creator), Wilkinson, W. (Creator), Loppi, N. A. (Creator), Solin, A. (Creator) & Damoulas, T. (Creator), Zenodo, 2021
DOI: 10.5281/zenodo.4531303, https://zenodo.org/record/4531304
Dataset
Deep Automodulators
Heljakka, A. (Creator), Hou, Y. (Creator), Kannala, J. (Creator) & Solin, A. (Creator), Zenodo, 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

Best Paper Award
Malmi, Eric (Recipient), Solin, Arno (Recipient) & Gionis, Aristides (Recipient), 16 Feb 2018
Prize: Award or honor granted for a specific work

File
Best Paper Award at FUSION 2018
Solin, Arno (Recipient), 12 Jul 2018
Prize: Award or honor granted for a specific work

File
ICML Reviewer Award
Solin, Arno (Recipient), 2020
Prize: Award or honor granted for a specific work

International Conference on Artificial Intelligence and Statistics
Arno Solin (Chair)
2022
Activity: Participating in or organising an event types › Membership of an organizing committee or other positions of trust of a conference or a seminar
Examiner of Théo Galy-Fajou's doctoral thesis "Latent Variable Augmentation for Approximate Bayesian Inference – Applications for Gaussian Processes"
Arno Solin (Examiner)
7 Jul 2022
Activity: Academic assessments › Pre-examination of doctoral thesis or acting as opponent to doctoral students or membership of doctoral thesis committee or board
On the link between neural networks and stationary Gaussian process priors
Arno Solin (Speaker)
8 Feb 2022
Activity: Talk or presentation types › Invited academic talk

Turbo-charging AI: Collaboration with NVIDIA renewed as joint tech center marks three years
Arno Solin
05/05/2023
1 item of Media coverage
Press/Media: Media appearance
Tekoäly on yhä vain "purkka-automaatti", mutta sen käyttöön on silti suhtauduttava kriittisesti
Arno Solin
13/04/2023
1 item of Media coverage
Press/Media: Media appearance
New Statistics and Computing Study Findings Have Been Reported by Investigators at Aalto University (Practical Hilbert Space Approximate Bayesian Gaussian Processes for Probabilistic Programming)
Arno Solin & Aki Vehtari
03/02/2023
1 item of Media coverage
Press/Media: Media appearance