15 results
(View BibTeX file of all listed publications)

**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)

**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)

**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)

**Stochastic search with Poisson and deterministic resetting**
*Journal of Statistical Mechanics: Theory and Experiment*, 2016(8):083401, IOP Publishing, 2016 (article)

**Dynamics of beneficial epidemics**
*arXiv preprint arXiv:1604.02096*, 2016 (article)

**Rare events statistics of random walks on networks: localisation and other dynamical phase transitions**
*Journal of Physics A: Mathematical and Theoretical*, 49(18):184003, IOP Publishing, 2016 (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)