Profile avatar
arkrause.bsky.social
Professor at ETH Zurich
6 posts 3,547 followers 264 following
Regular Contributor
Posts 11 Comments 0

We've released our lecture notes for the course Probabilistic AI at ETH Zurich, covering uncertainty in ML and its importance for sequential decision making. Thanks a lot to @jonhue.bsky.social for his amazing effort and to everyone who contributed! We hope this resource is useful to you!

submitted 12 days ago • 1 comment

Excited to share our ICLR 2025 oral "Residual Deep Gaussian Processes on Manifolds"! With @vabor112.bsky.social & @arkrause.bsky.social, we introduce manifold-to-manifold GPs that can be composed together, generalising deep GPs to manifolds. Applications include wind prediction & Bayes opt! 1/n

submitted 16 days ago • 1 comment

Reflecting back on an inspiring week at www.aihousedavos.com — such a vibrant environment to discuss, with AI thought leaders across academia, industry and the public sector, challenges around safe and responsible AI, and harnessing AI for sustainable development!

submitted 36 days ago • 0 comments

🚨 New reinforcement learning algorithms 🚨 Excited to announce MaxInfoRL, a class of model-free RL algorithms that solves complex continuous control tasks (including vision-based!) by steering exploration towards informative transitions. Details in the thread 👇

submitted 74 days ago • 1 comment

We’re presenting our work “When to Sense and Control? A Time-adaptive Approach for Continuous-Time RL” today at NeurIPS. Come join us in West at poster #6604 from 16:30-19:30! Joint work with my fantastic collaborators Bhavya Sukhija, Yarden As, Florian Dörfler, @arkrause.bsky.social

submitted 77 days ago • 1 comment

Tomorrow I’ll be presenting our recent work on improving LLMs via local transductive learning in the FITML workshop at NeurIPS. Join us for our ✨oral✨ at 10:30am in east exhibition hall A. Joint work with my fantastic collaborators Sascha Bongni, @idoh.bsky.social, @arkrause.bsky.social

submitted 77 days ago • 1 comment

We’re presenting our work “Transductive Active Learning: Theory and Applications” now at NeurIPS. Come join us in East at poster #4924! Joint work with my fantastic collaborators Bhavya Sukhija, Lenart Treven, Yarden As, @arkrause.bsky.social

submitted 79 days ago • 1 comment

Looking forward to attending!

submitted 99 days ago • 1 comment

📣 We have a tenure-track faculty opening in Responsible AI at @ethzurich.bsky.social : ethz.ch/en/the-eth-z.... Deadline Nov 30 for full consideration. ETH Zurich is a vibrant environment for AI research with the ETH AI Center etc. Please help spread the word!

submitted 101 days ago • 2 comments

📣 Last call for the Ph.D. and Postdoc Fellowships at the ETH AI Center -- Deadline Nov 19 '24 t.co/aYI5tWXUWK @ethzurich.bsky.social

submitted 103 days ago • 0 comments

Happy to join this platform and talk about ML & AI research (of the blue sky nature and otherwise...)

submitted 103 days ago • 3 comments