21 results
(View BibTeX file of all listed publications)

**Community detection with node attributes in multilayer networks**
*Nature Scientific Reports*, 10, pages: 15736, September 2020 (article)

**Automatic Discovery of Interpretable Planning Strategies**
*Machine Learning Journal*, 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

**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)

**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)

**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)

**Community detection, link prediction, and layer interdependence in multilayer networks**
*Physical Review E*, 95(4):042317, APS, 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)

**Nonequilibrium statistical mechanics of the heat bath for two Brownian particles**
*Physical review letters*, 112(18):180605, APS, 2014 (article)

**Shortest node-disjoint paths on random graphs**
*Journal of Statistical Mechanics: Theory and Experiment*, 2014(7):P07009, IOP Publishing, 2014 (article)

**Point-spread functions for backscattered imaging in the scanning electron microscope **
*Journal of Applied Physics *, 102(12):1-8, December 2007 (article)