12 results
(View BibTeX file of all listed publications)

**Probabilistic Line Searches for Stochastic Optimization**
*Journal of Machine Learning Research*, 18(119):1-59, November 2017 (article)

**Early Stopping Without a Validation Set**
*arXiv preprint arXiv:1703.09580*, 2017 (article)

**Krylov Subspace Recycling for Fast Iterative Least-Squares in Machine Learning**
*arXiv preprint arXiv:1706.00241*, 2017 (article)

**Convergence Analysis of Deterministic Kernel-Based Quadrature Rules in Misspecified Settings**
*Arxiv e-prints*, arXiv:1709.00147v1 [math.NA], 2017 (article)

**Self-Organized Behavior Generation for Musculoskeletal Robots**
*Frontiers in Neurorobotics*, 11, pages: 8, 2017 (article)

**Efficiency of analytical and sampling-based uncertainty propagation in intensity-modulated proton therapy**
*Physics in Medicine & Biology*, 62(14):5790-5807, 2017 (article)

**Analytical probabilistic modeling of RBE-weighted dose for ion therapy**
*Physics in Medicine and Biology (PMB)*, 62(23):8959-8982, 2017 (article)

**Entropy Search for Information-Efficient Global Optimization**
*Journal of Machine Learning Research*, 13, pages: 1809-1837, -, June 2012 (article)

**Variants of guided self-organization for robot control**
*Theory in Biosci.*, 131(3):129-137, Springer Berlin / Heidelberg, 2012 (article)

**\textscLpzRobots: A free and powerful robot simulator**
\urlhttp://robot.informatik.uni-leipzig.de/software, 2010 (misc)

**Playful Machines: Tutorial**
\urlhttp://robot.informatik.uni-leipzig.de/tutorial?lang=en, 2010 (misc)