Jonas Hübotter
6 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (2)
AISTATS (1)
CORL (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
active learning
(1)
sample efficiency
(1)
transductive learning
(1)
gaussian process
(1)
optimal control
(1)
model-based reinforcement learning
(1)
bayesian optimization
(1)
optimistic exploration
(1)
efficient exploration
(1)
model-based control
(1)
continuous-time dynamics
(1)
legged locomotion
(1)
neural network fine-tuning
(1)
sample-efficient exploration
(1)
controller tuning
(1)
ode system
(1)
safe bayesian optimization
(1)
Papers
LITE: Efficiently Estimating Gaussian Probability of Maximality
AISTATS 2025
Efficiently Learning at Test-Time: Active Fine-Tuning of LLMs
ICLR 2025
Active Fine-Tuning of Multi-Task Policies
ICML 2025
Transductive Active Learning: Theory and Applications
NIPS 2024
Efficient Exploration in Continuous-time Model-based Reinforcement Learning
NIPS 2023
Tuning Legged Locomotion Controllers via Safe Bayesian Optimization
CORL 2023