Research Output per year
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Profiles
Tianyu Cui
- Professorship Kaski S. - Doctoral Candidate
- School services, SCI
- Probabilistic Machine Learning - Doctoral Candidate
- Department of Computer Science - Doctoral Candidate
Person: Doctoral students, Doctoral studies
Pedram Daee
- Professorship Kaski S. - Doctoral Candidate
- Professorship Myllymäki P. (HIIT Director) - Doctoral Candidate
- Helsinki Institute for Information Technology HIIT - Doctoral Candidate
- Probabilistic Machine Learning - Doctoral Candidate
- School services, SCI
Person: Doctoral students, Doctoral studies
Akash Dhaka
- Professorship Vehtari A. - Doctoral Candidate
- Probabilistic Machine Learning - Doctoral Candidate
- School services, SCI
- Department of Computer Science - Doctoral Candidate
Person: Doctoral students, Doctoral studies
Research Output
Batch simulations and uncertainty quantification in Gaussian process surrogate approximate Bayesian computation
Järvenpää, M., Vehtari, A. & Marttinen, P., 2020, (Accepted/In press) Conference on Uncertainty in Artificial Intelligence (UAI 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Deep Convolutional Gaussian Processes
Blomqvist, K., Kaski, S. & Heinonen, M., 1 Jan 2020, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Proceedings. Brefeld, U., Fromont, E., Hotho, A., Knobbe, A., Maathuis, M. & Robardet, C. (eds.). SPRINGER , p. 582-597 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11907 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Differentially private cross-silo federated learning
Heikkilä, M., Koskela, A., Shimizu, K., Kaski, S. & Honkela, A., 2020, (Submitted) In : Submitted.Research output: Contribution to journal › Article › Scientific › peer-review
Prizes
Aalto SCI Award 2018 for Innovation of the year
Samuel Kaski (Recipient), 2018
Prize: Award or honor granted for a specific work
Best Student Paper
Hiroshi Mamitsuka (Recipient), 5 Dec 2018
Prize: Award or honor granted for a specific work
Activities
Data analysis with humans
Samuel Kaski (Speaker)2020
Activity: Talk or presentation types › Public or invited talk
Tekoälyn soveltaminen life science -alalla
Samuel Kaski (Speaker)27 Mar 2019
Activity: Talk or presentation types › Public or invited talk
Probabilistic modellin with the experts
Samuel Kaski (Speaker)10 May 2019
Activity: Talk or presentation types › Public or invited talk
Press / Media
Synteettinen data ratkaisee yksityisyydensuojan ongelmia – näin sitä syntyy suomalaissovelluksella
28/06/2020
1 item of Media coverage
Press/Media: Media appearance
Uusi suomalainen sovellus tuottaa synteettistä dataa tutkimusaineistoksi – suuret mahdollisuudet lääkekehityksessä
26/06/2020
1 item of Media coverage
Press/Media: Media appearance
Suomalaissovelluksella tehdään synteettistä dataa tutkimusaineistoksi – ratkaisee myös yksityisyydensuojan
26/06/2020
1 item of Media coverage
Press/Media: Media appearance