Implementation of Algorithms for Right-Sizing Data Centers. - Jonas Hübotter (CoRR, 2021)

Tuning Legged Locomotion Controllers via Safe Bayesian Optimization. - Daniel Widmer; Dongho Kang; Bhavya Sukhija; Jonas Hübotter; Andreas Krause 001; Stelian Coros (CoRL, 2023)

Efficient Exploration in Continuous-time Model-based Reinforcement Learning. - Lenart Treven; Jonas Hübotter; Bhavya Sukhija; Florian Dörfler; Andreas Krause 001 (NeurIPS, 2023)

Transductive Active Learning: Theory and Applications. - Jonas Hübotter; Bhavya Sukhija; Lenart Treven; Yarden As; Andreas Krause 001 (NeurIPS, 2024)

Active Few-Shot Fine-Tuning. - Jonas Hübotter; Bhavya Sukhija; Lenart Treven; Yarden As; Andreas Krause 001 (CoRR, 2024)

Information-based Transductive Active Learning. - Jonas Hübotter; Bhavya Sukhija; Lenart Treven; Yarden As; Andreas Krause 001 (CoRR, 2024)

Active Fine-Tuning of Generalist Policies. - Marco Bagatella; Jonas Hübotter; Georg Martius; Andreas Krause 001 (CoRR, 2024)

LITE: Efficiently Estimating Gaussian Probability of Maximality. - Nicolas Menet; Jonas Hübotter; Parnian Kassraie; Andreas Krause 001 (AISTATS, 2025)

Efficiently Learning at Test-Time: Active Fine-Tuning of LLMs. - Jonas Hübotter; Sascha Bongni; Ido Hakimi; Andreas Krause 001 (ICLR, 2025)

A Cut-Matching Game for Constant-Hop Expanders. - Bernhard Haeupler; Jonas Hübotter; Mohsen Ghaffari 001 (SODA, 2025)

Probabilistic Artificial Intelligence. - Andreas Krause 001; Jonas Hübotter (CoRR, 2025)

Local Mixtures of Experts: Essentially Free Test-Time Training via Model Merging. - Ryo Bertolissi; Jonas Hübotter; Ido Hakimi; Andreas Krause 001 (CoRR, 2025)

DISCOVER: Automated Curricula for Sparse-Reward Reinforcement Learning. - Leander Diaz-Bone; Marco Bagatella; Jonas Hübotter; Andreas Krause 001 (CoRR, 2025)

Maximizing Prefix-Confidence at Test-Time Efficiently Improves Mathematical Reasoning. - Matthias Otth; Jonas Hübotter; Ido Hakimi; Andreas Krause 001 (CoRR, 2025)

Test-time Offline Reinforcement Learning on Goal-related Experience. - Marco Bagatella; Mert Albaba; Jonas Hübotter; Georg Martius; Andreas Krause 001 (CoRR, 2025)