Probabilistic machine learning and its applications in AI, health, user interact @FCAI_fi @UoMPankhurst @AaltoUniversity @OfficialUoM @samikaski@ellis.social
Joined March 2011
- Tweets 764
- Following 307
- Followers 3,348
- Likes 1,216
43 Photos and videos
Samuel Kaski retweeted
3 Feb 2025
"When do GFlowNets Learn the Right Distribution?" is accepted at ICLR 2025! 🎉
We explore:🔹How balance violations impact learned distributions; 🔹 Why some distributions are inherently unattainable;🔹 A new, theoretically grounded assessment metric.
openreview.net/forum?id=9Gsg…
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23 Dec 2024
Planning to think about what to do next over the holidays? I am hiring postdocs to my group in Helsinki, in combinations of the following:
- foundations of (prob) ML
- distribution shifts
- AI-assistance with computationally rational user models
- applic in synth biol, biodesign
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23 Dec 2024
FCAI is looking for Postdocs, Research fellows, and PhD students in Machine learning and AI
1) Reinforcement learning
2) Probabilistic methods
3) Simulation-based inference
4) Privacy-preserving machine learning
5) Collaborative AI and human modeling
6) ML for science
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Samuel Kaski retweeted
Postdoc, research fellow and PhD positions: the call to join the Finnish Center for #ArtificialIntelligence is now open. Check out our research areas and supervisors and apply by Feb 2, 2025:
fcai.fi/winter-2025-research…
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Samuel Kaski retweeted
Good morning #neurips2024!
We've got a lot of cool work to share with you from 🇫🇮 (@AaltoUniversity @helsinkiuni), check it out 👇
fcai.fi/news/2024/fcai-commu…
cc @KumpulaScience @HIIT @CSAalto @UnivHelsinkiCS @ELLISforEurope @samikaski
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Samuel Kaski retweeted
9 Dec 2024
9/9 📄 Read the full paper and try our code:
Paper: arxiv.org/abs/2406.16540
Website: trungtrinh44.github.io/DAMP/
Joint work with @HeinonenMarkus @AcerbiLuigi @samikaski
#MachineLearning #ComputerVision #DeepLearning
Like & RT to share this research! 🙏
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Samuel Kaski retweeted
9 Dec 2024
🌟 Spotlight Paper at #NeurIPS2024! 🌟
Making AI models more robust just got easier! Our paper introduces DAMP - a simple yet powerful method that helps neural networks handle corrupted images better, without hurting performance on clean data.
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Samuel Kaski retweeted
7 Dec 2024
3/ Improving robustness to corruptions with multiplicative weight perturbations (spotlight)
led by @trungtrinh44 and with @HeinonenMarkus and @samikaski
arxiv.org/abs/2406.16540
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Samuel Kaski retweeted
5 Dec 2024
🚀 Excited to share our paper, TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series, which will appear at #NeurIPS! @leetiletizia @samikaski @AaltoUniversity @FCAI_fi
arxiv: arxiv.org/abs/2305.11567
code: github.com/AlexanderVNikitin…
See the 🧵 for details!
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Samuel Kaski retweeted
5 Dec 2024
Optimizing decision utility in Bayesian experimental design is key to improving downstream decision-making.
Excited to share our #NeurIPS2024 paper on Amortized Decision-Aware Bayesian Experimental Design: arxiv.org/abs/2411.02064
@AcerbiLuigi @samikaski @FCAI_fi
Details below.
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Samuel Kaski retweeted
21 Nov 2024
🚨New speaker alert!
We're excited to announce Tom Griffiths @cocosci_lab as one of our keynote speakers ✨
Don't miss this opportunity to connect & share your ideas. 📢 Submissions are open until the 25th of November!
🌐 sites.google.com/view/caihu2…
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Samuel Kaski retweeted
15 Nov 2024
This time I'll be recruiting an outstanding PhD student, to be co-supervised with @SamiKaski, for a cool project on learning theory and methods for novel types of distributional shifts. The successful candidate will be based at @csmcr ✨
Get in touch if interested!
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6 Nov 2024
One more week time to apply to ELLIS PhD Program, DL Nov 15, 2024
I am recruiting this year in particular to my Helsinki team which will shortly be an even better place with the new ELLIS Institute Finland. But feel free to apply to my UK team as well, and let's discuss.
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6 Nov 2024
Application link: ellis.eu/news/ellis-phd-prog…
More about the new ELLIS Institute: ellis.eu/news/launch-of-new-…
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Samuel Kaski retweeted
30 Oct 2024
Exciting news! Finland to establish the 2nd ELLIS Institute, supported by gov't & industry. 🇫🇮Coordinated by @FCAI_fi, @AaltoUniversity & ELLIS Unit Helsinki, this initiative strengthens Europe's AI ecosystem. #ELLISforEurope bit.ly/3YuuIoa
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30 Oct 2024
The new ELLIS Institute is excellent news for Europe and Finland. A significant investment to the future of Europe - its growth, and security of supply of expertise. Visionary act by Finnish Government, Ministry of Education and Culture, and Peter Sarlin!
ELLIS Institute Finland is launching with public (@okmfi) and private support (@petersarlin) 🤝 A significant boost for AI R&D and a signal that Finland is investing in AI to attract the best talents and fuel growth & expertise in Europe.
fcai.fi/news/2024/10/28/finl…
@ELLISforEurope
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23 Oct 2024
I want to highlight another item in addition to Arno who is clearly a rising star if not a star already: A future rising star @DaolangHuang was a runner-up in the race. We will certainly hear more of him later! (Sorry to induce pressure on you Daolang...)
.@AIFinlandHQ has recognized Arno Solin as the AI researcher of the year 🎉 @arnosolin leads the deep learning research program at FCAI as well as the Finnish Doctoral Program in AI (a network of 10 Finnish universities coordinated by @AaltoUniversity). Congrats Arno!
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23 Oct 2024
Big congratulations Arno, richly deserved!
.@AIFinlandHQ has recognized Arno Solin as the AI researcher of the year 🎉 @arnosolin leads the deep learning research program at FCAI as well as the Finnish Doctoral Program in AI (a network of 10 Finnish universities coordinated by @AaltoUniversity). Congrats Arno!
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