Research Output per year
Research Output per year
Aalto SCI Computer Science Konemiehentie 2
Research output per year
I work on probabilistic machine learning, meaning probabilistic modelling and Bayesian inference, applied to difficult problems that are interesting and societally important. At the moment I work on the inter-related topics of analysis of multiple data sources, human-in-the-loop machine learning, simulator-based inference (likelihood-free inference with ABC), and privacy-preserving learning. I have had the chance to collaborate with amazing people in interdisciplinary research projects on applications in biology and medicine, brain signal analysis and user interaction (see list of publications), and in the Aalto Probabilistic Machine Learning Group which I lead with Prof. Aki Vehtari, and the Finnish Center of Excellence in Computational Inference Research which I lead until end of 2017.
To further boost the already strong artificial intelligence research and its impact, we are setting up a new Finnish Artificial Intelligence Center FCAI, which I will lead 2018-. It is a partnership of Aalto University, University of Helsinki, and a number of company members, networking further to key international and national partners. We aim to solve three bottleneck questions in AI research: data scarcity, dependability of AI, and ability of AI to understand its users (more details here). The research will be done with company partners, including new startups and spin-offs, which will take the results directly to use. We will also pay special attention to AI education.
Research output: Contribution to journal › Article › 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: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Research output: Other contribution › Scientific › peer-review
01/09/2020 → 31/12/2023
Project: Corporate foreign
Kaski, Samuel (Recipient), 2018
Prize: Award or honor granted for a specific work
Kaski, Samuel (Recipient), 2017
Prize: Award or honor granted for academic career
Samuel Kaski (Speaker)
Activity: Talk or presentation types › Public or invited talk
Samuel Kaski (Speaker)
Activity: Talk or presentation types › Public or invited talk
Samuel Kaski (Speaker)
Activity: Talk or presentation types › Public or invited talk
Samuel Kaski (Member)
Activity: Participating in or organising an event types › Membership of a scientific or program committee of a conference or seminar
Samuel Kaski (Speaker)
Activity: Talk or presentation types › Keynote or plenary lecture
04/12/2020
1 item of Media coverage
Press/Media: Media appearance
03/11/2020
1 item of Media coverage
Press/Media: Media appearance
15/09/2020
1 item of Media coverage
Press/Media: Media appearance
28/06/2020
1 item of Media coverage
Press/Media: Media appearance