Anton Baumann

• PhD Student
• antbaumann@ethz.ch
• OAT Y 17
• Linkedln
• External Website
• CV
• I’m a PhD student at ETH Zurich, supervised by Prof. Andreas Krause and Prof. Zeynep Akata (TUM). I received my bachelor’s and master’s degree in Computer Science from TUM. I’m interested in probabilistic machine learning, continual learning, and sample-efficient reinforcement learning for LLMs.

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Publications

2026

Reinforcement Learning via Self-Distillation J. Hübotter, F. Lübeck*, L. Behric*, A. Baumann*, M. Bagatella, D. Marta, I. Hakimi, I. Shenfeld, T. Kleine Buening, C. Guestrin, A. Krause In International Conference on Machine Learning (ICML), 2026 Best paper award at Test-Time Updates Workshop and oral presentation at Scaling Post-Training for LLMs Workshop at ICLR [bibtex] [abstract] [pdf]