13 results
(View BibTeX file of all listed publications)

**Automatic Discovery of Interpretable Planning Strategies**
May 2020 (article) Submitted

**Advancing Rational Analysis to the Algorithmic Level**
*Behavioral and Brain Sciences*, 43, E27, March 2020 (article)

**Learning to Overexert Cognitive Control in a Stroop Task**
Febuary 2020, Laura Bustamante and Falk Lieder contributed equally to this publication. (article) In revision

re
Lieder, F., Iwama, G.
**Toward a Formal Theory of Proactivity**
January 2020 (article) Submitted

**Analytical classical density functionals from an equation learning network**
*The Journal of Chemical Physics*, 152(2):021102, 2020, arXiv preprint \url{https://arxiv.org/abs/1910.12752} (article)

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

**Nonparametric Disturbance Correction and Nonlinear Dual Control**
(24098), ETH Zurich, 2017 (phdthesis)

**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)