13 results
(View BibTeX file of all listed publications)

**On the positivity and magnitudes of Bayesian quadrature weights**
*Statistics and Computing*, 29, pages: 1317-1333, 2019 (article)

**Probabilistic solutions to ordinary differential equations as nonlinear Bayesian filtering: a new perspective**
*Statistics and Computing*, 29(6):1297-1315, 2019 (article)

**Dense connectomic reconstruction in layer 4 of the somatosensory cortex**
*Science*, 366(6469):eaay3134, American Association for the Advancement of Science, 2019 (article)

**Probabilistic Linear Solvers: A Unifying View**
*Statistics and Computing*, 29(6):1249-1263, 2019 (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)

**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)

**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)

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