20 results
(View BibTeX file of all listed publications)

**Strategy selection as rational metareasoning**
*Psychological Review*, 124, pages: 762-794, American Psychological Association, November 2017 (article)

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

**Event-based State Estimation: An Emulation-based Approach**
*IET Control Theory & Applications*, 11(11):1684-1693, July 2017 (article)

**Empirical Evidence for Resource-Rational Anchoring and Adjustment**
*Psychonomic Bulletin \& Review*, 25, pages: 775-784, Springer, May 2017 (article)

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

**Fast Bayesian hyperparameter optimization on large datasets**
*Electronic Journal of Statistics*, 11, 2017 (article)

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

**New Directions for Learning with Kernels and Gaussian Processes (Dagstuhl Seminar 16481)**
*Dagstuhl Reports*, 6(11):142-167, 2017 (book)

**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)

**A computerized training program for teaching people how to plan better**
PsyArXiv, 2017 (article)

**Toward a rational and mechanistic account of mental effort**
*Annual Review of Neuroscience*, 40, pages: 99-124, Annual Reviews, 2017 (article)

**The anchoring bias reflects rational use of cognitive resources**
*Psychonomic Bulletin \& Review*, 25, pages: 762-794, Springer, 2017 (article)

**A New Perspective and Extension of the Gaussian Filter**
*The International Journal of Robotics Research*, 35(14):1731-1749, December 2016 (article)

**Gaussian Process-Based Predictive Control for Periodic Error Correction **
*IEEE Transactions on Control Systems Technology *, 24(1):110-121, 2016 (article)

**Dual Control for Approximate Bayesian Reinforcement Learning**
*Journal of Machine Learning Research*, 17(127):1-30, 2016 (article)

**Event-based Sampling for Reducing Communication Load in Realtime Human Motion Analysis by Wireless Inertial Sensor Networks**
*Current Directions in Biomedical Engineering*, 2(1):711-714, De Gruyter, 2016 (article)

**A Sensor-Based Learning Algorithm for the Self-Organization of Robot Behavior**
*Algorithms*, 2(1):398-409, 2009 (article)