15 results
(View BibTeX file of all listed publications)

**Probabilistic Solutions To Ordinary Differential Equations As Non-Linear Bayesian Filtering: A New Perspective**
*ArXiv preprint 2018*, arXiv:1810.03440 [stat.ME], October 2018 (article)

**Convergence Rates of Gaussian ODE Filters**
*arXiv preprint 2018*, arXiv:1807.09737 [math.NA], July 2018 (article)

**Rational metareasoning and the plasticity of cognitive control**
*PLOS Computational Biology*, 14(4):e1006043, Public Library of Science, April 2018 (article)

**Over-Representation of Extreme Events in Decision Making Reflects Rational Use of Cognitive Resources**
*Psychological Review*, 125(1):1-32, January 2018 (article)

**Gaussian Processes and Kernel Methods: A Review on Connections and Equivalences**
*Arxiv e-prints*, arXiv:1805.08845v1 [stat.ML], 2018 (article)

**Counterfactual Mean Embedding: A Kernel Method for Nonparametric Causal Inference**
*Arxiv e-prints*, arXiv:1805.08845v1 [stat.ML], 2018 (article)

**Model-based Kernel Sum Rule: Kernel Bayesian Inference with Probabilistic Models**
*Arxiv e-prints*, arXiv:1409.5178v2 [stat.ML], 2018 (article)

**A probabilistic model for the numerical solution of initial value problems**
*Statistics and Computing*, Springer US, 2018 (article)

**Analytical incorporation of fractionation effects in probabilistic treatment planning for intensity-modulated proton therapy**
*Medical Physics*, 2018 (article)

**The Computational Challenges of Pursuing Multiple Goals: Network Structure of Goal Systems Predicts Human Performance**
*PsyArXiv*, 2018 (article)

**Probabilistic Interpretation of Linear Solvers**
*SIAM Journal on Optimization*, 25(1):234-260, 2015 (article)

**Probabilistic numerics and uncertainty in computations**
*Proceedings of the Royal Society of London A: Mathematical, Physical and Engineering Sciences*, 471(2179), 2015 (article)

**Model-Based Strategy Selection Learning**
*The 2nd Multidisciplinary Conference on Reinforcement Learning and Decision Making*, 2015 (article)

**The optimism bias may support rational action**
*NIPS 2015 Workshop on Bounded Optimality and Rational Metareasoning*, 2015 (article)

**Rational use of cognitive resources: Levels of analysis between the computational and the algorithmic**
*Topics in Cognitive Science*, 7(2):217-229, Wiley, 2015 (article)