Samuel Kaski
@samikaski
Probabilistic machine learning and its applications in AI, health, user interact @FCAI_fi @UoMPankhurst @AaltoUniversity @OfficialUoM @[email protected]
"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=9GsgC…
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-re…
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… cc @KumpulaScience @HIIT @CSAalto @UnivHelsinkiCS @ELLISforEurope @samikaski
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! 🙏
🌟 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.
3/ Improving robustness to corruptions with multiplicative weight perturbations (spotlight) led by @trungtrinh44 and with @HeinonenMarkus and @samikaski arxiv.org/abs/2406.16540
🚀 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/AlexanderVNiki… See the 🧵 for details!
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.
🚨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/caihu25/c…
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!
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
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/2024/10/2… @ELLISforEurope
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!
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!