StatML Research Group
@stat-ml.bsky.social
International research group at @uniuef focusing on AI and RL. Topics include deepfake detection, LLMs, RecSystems, superalignment, speaker recognition, and multi-agent RL. Advancing trustworthy, human-aligned AI. More info coming soon!
Pinned
Hello BlueSky! We're StatML, the Statistical Machine Learning research group at the University of Eastern Finland. We study AI and Reinforcement Learning from multiple perspectives. Our website is launching soon, and we can’t wait to share more about our work!
From UEF StatML to #NeurIPS 2025 in San Diego 🚀 Federico Malato is presenting together with Ville Hautamäki their poster “Zero shot World Models via Search in Memory”. Congratulations to the authors and thanks to everyone who stops by the poster 😊
December 4, 2025 at 5:06 PM
From UEF StatML to #NeurIPS 2025 in San Diego 🚀 Federico Malato is presenting together with Ville Hautamäki their poster “Zero shot World Models via Search in Memory”. Congratulations to the authors and thanks to everyone who stops by the poster 😊
At AI-DOC today: Laakkonen presenting the StatML project conducted by Laakkonen, Kukanov and Hautamäki 😊 A solid contribution from our StatML team 👏🏽🚀
#Deepfake
#AudioDeepfakes
#DeepfakeDetection
#Deepfake
#AudioDeepfakes
#DeepfakeDetection
November 14, 2025 at 3:58 PM
At AI-DOC today: Laakkonen presenting the StatML project conducted by Laakkonen, Kukanov and Hautamäki 😊 A solid contribution from our StatML team 👏🏽🚀
#Deepfake
#AudioDeepfakes
#DeepfakeDetection
#Deepfake
#AudioDeepfakes
#DeepfakeDetection
Our paper “Zero-shot World Models via Search in Memory” (by F. Malato & @villeh.bsky.social) was accepted to #NeurIPS2025! 🎉 A training-free world model predicting dynamics via memory search.
Poster: Exhibit Hall C,D,E on Wed 3 Dec 4:30–7:30 PM PST 🔗 arxiv.org/abs/2510.16123
See you in San Diego!
Poster: Exhibit Hall C,D,E on Wed 3 Dec 4:30–7:30 PM PST 🔗 arxiv.org/abs/2510.16123
See you in San Diego!
Zero-shot World Models via Search in Memory
World Models have vastly permeated the field of Reinforcement Learning. Their ability to model the transition dynamics of an environment have greatly improved sample efficiency in online RL. Among the...
arxiv.org
October 29, 2025 at 1:20 PM
Our paper “Zero-shot World Models via Search in Memory” (by F. Malato & @villeh.bsky.social) was accepted to #NeurIPS2025! 🎉 A training-free world model predicting dynamics via memory search.
Poster: Exhibit Hall C,D,E on Wed 3 Dec 4:30–7:30 PM PST 🔗 arxiv.org/abs/2510.16123
See you in San Diego!
Poster: Exhibit Hall C,D,E on Wed 3 Dec 4:30–7:30 PM PST 🔗 arxiv.org/abs/2510.16123
See you in San Diego!
Hello BlueSky! We're StatML, the Statistical Machine Learning research group at the University of Eastern Finland. We study AI and Reinforcement Learning from multiple perspectives. Our website is launching soon, and we can’t wait to share more about our work!
October 27, 2025 at 3:11 PM
Hello BlueSky! We're StatML, the Statistical Machine Learning research group at the University of Eastern Finland. We study AI and Reinforcement Learning from multiple perspectives. Our website is launching soon, and we can’t wait to share more about our work!