38 results
(View BibTeX file of all listed publications)

**Discovering and Teaching Optimal Planning Strategies**
In *The 14th biannual conference of the German Society for Cognitive Science, GK*, September 2018 (inproceedings)

**Discovering Rational Heuristics for Risky Choice**
*The 14th biannual conference of the German Society for Cognitive Science, GK*, The 14th biannual conference of the German Society for Cognitive Science, GK, September 2018 (conference)

**Kernel Recursive ABC: Point Estimation with Intractable Likelihood**
*Proceedings of the 35th International Conference on Machine Learning*, pages: 2405-2414, PMLR, July 2018 (conference)

**Counterfactual Mean Embedding: A Kernel Method for Nonparametric Causal Inference**
*Workshop on Machine Learning for Causal Inference, Counterfactual Prediction, and Autonomous Action (CausalML) at ICML*, July 2018 (conference)

**Learning to select computations**
In *Uncertainty in Artificial Intelligence: Proceedings of the Thirty-Fourth Conference*, 2018 (inproceedings)

**Dissecting Adam: The Sign, Magnitude and Variance of Stochastic Gradients**
In *Proceedings of the 35th International Conference on Machine Learning (ICML)*, 2018 (inproceedings) Accepted

**Direct observations of sub-100 nm spin wave propagation in magnonic wave-guides**
In *2018 IEEE International Magnetics Conference (INTERMAG 2018)*, IEEE, Singapore, 2018 (inproceedings)

**Interpreting FORC diagrams beyond the Preisach model: an experimental permalloy micro array investigation**
In *2018 IEEE International Magnetics Conference (INTERMAG 2018)*, IEEE, Singapore, 2018 (inproceedings)

**Automatic LQR Tuning Based on Gaussian Process Optimization: Early Experimental Results**
*Machine Learning in Planning and Control of Robot Motion Workshop at the IEEE/RSJ International Conference on Intelligent Robots and Systems (iROS)*, pages: , , Machine Learning in Planning and Control of Robot Motion Workshop, October 2015 (conference)

**Inference of Cause and Effect with Unsupervised Inverse Regression**
In *Proceedings of the 18th International Conference on Artificial Intelligence and Statistics*, 38, pages: 847-855, JMLR Workshop and Conference Proceedings, (Editors: Lebanon, G. and Vishwanathan, S.V.N.), JMLR.org, AISTATS, 2015 (inproceedings)

**Probabilistic Line Searches for Stochastic Optimization**
In *Advances in Neural Information Processing Systems 28*, pages: 181-189, (Editors: C. Cortes, N.D. Lawrence, D.D. Lee, M. Sugiyama and R. Garnett), Curran Associates, Inc., 29th Annual Conference on Neural Information Processing Systems (NIPS), 2015 (inproceedings)

**A Random Riemannian Metric for Probabilistic Shortest-Path Tractography**
In *18th International Conference on Medical Image Computing and Computer Assisted Intervention*, 9349, pages: 597-604, Lecture Notes in Computer Science, MICCAI, 2015 (inproceedings)

**Combined FORC and x-ray microscopy study of magnetisation reversal in antidot lattices**
In *IEEE International Magnetics Conference (INTERMAG 2015)*, IEEE, Beijing, China, 2015 (inproceedings)

**Local control of domain wall dynamics in ferromagnetic rings**
In *IEEE International Magnetics Conference (INTERMAG 2015)*, IEEE, Beijing, China, 2015 (inproceedings)

**Ultrafast demagnetization after laser pulse irradiation in Ni: Ab-initio electron-phonon scattering and phase space calculations**
In *Ultrafast Magnetism I. Proceedings of the International Conference UMC 2013*, 159, pages: 131-133, Springer Proceedings in Physics, Springer, Strasbourg, 2015 (inproceedings)

**Automotive domain wall propagation in ferromagnetic rings**
In *IEEE International Magnetics Conference (INTERMAG 2015)*, IEEE, Beijing, China, 2015 (inproceedings)

**The third dimension: Vortex core reversal by interaction with \textquotesingleflexure modes’**
In *IEEE International Magnetics Conference (INTERMAG 2015)*, IEEE, Beijing, China, 2015 (inproceedings)

**Skyrmions at room temperature in magnetic multilayers**
In *IEEE International Magnetics Conference (INTERMAG 2015)*, IEEE, Beijing, China, 2015 (inproceedings)

**Probabilistic Progress Bars**
In *Conference on Pattern Recognition (GCPR)*, 8753, pages: 331-341, Lecture Notes in Computer Science, (Editors: Jiang, X., Hornegger, J., and Koch, R.), Springer, GCPR, September 2014 (inproceedings)

**Probabilistic Solutions to Differential Equations and their Application to Riemannian Statistics**
In *Proceedings of the 17th International Conference on Artificial Intelligence and Statistics*, 33, pages: 347-355, JMLR: Workshop and Conference Proceedings, (Editors: S Kaski and J Corander), Microtome Publishing, Brookline, MA, AISTATS, April 2014 (inproceedings)

**Probabilistic ODE Solvers with Runge-Kutta Means**
In *Advances in Neural Information Processing Systems 27*, pages: 739-747, (Editors: Z. Ghahramani, M. Welling, C. Cortes, N.D. Lawrence and K.Q. Weinberger), Curran Associates, Inc., 28th Annual Conference on Neural Information Processing Systems (NIPS), 2014 (inproceedings)

**Active Learning of Linear Embeddings for Gaussian Processes**
In *Proceedings of the 30th Conference on Uncertainty in Artificial Intelligence*, pages: 230-239, (Editors: NL Zhang and J Tian), AUAI Press , Corvallis, Oregon, UAI2014, 2014, another link: http://arxiv.org/abs/1310.6740 (inproceedings)

**Probabilistic Shortest Path Tractography in DTI Using Gaussian Process ODE Solvers**
In *Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014, Lecture Notes in Computer Science Vol. 8675*, pages: 265-272, (Editors: P. Golland, N. Hata, C. Barillot, J. Hornegger and R. Howe), Springer, Heidelberg, MICCAI, 2014 (inproceedings)

**Sampling for Inference in Probabilistic Models with Fast Bayesian Quadrature**
In *Advances in Neural Information Processing Systems 27*, pages: 2789-2797, (Editors: Z. Ghahramani, M. Welling, C. Cortes, N.D. Lawrence and K.Q. Weinberger), Curran Associates, Inc., 28th Annual Conference on Neural Information Processing Systems (NIPS), 2014 (inproceedings)

**Incremental Local Gaussian Regression**
In *Advances in Neural Information Processing Systems 27*, pages: 972-980, (Editors: Z. Ghahramani, M. Welling, C. Cortes, N.D. Lawrence and K.Q. Weinberger), 28th Annual Conference on Neural Information Processing Systems (NIPS), 2014, clmc (inproceedings)

**Efficient Bayesian Local Model Learning for Control**
In *Proceedings of the IEEE International Conference on Intelligent Robots and Systems*, pages: 2244 - 2249, IROS, 2014, clmc (inproceedings)

**Increasing the sensor performance using Au modified high temperature superconducting YBa2Cu3O7-delta thin films**
In 507, IOP Pub., Genova, Italy, 2014 (inproceedings)

**Optimal Reinforcement Learning for Gaussian Systems**
In *Advances in Neural Information Processing Systems 24*, pages: 325-333, (Editors: J Shawe-Taylor and RS Zemel and P Bartlett and F Pereira and KQ Weinberger), Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS), 2011 (inproceedings)

**Amorphous grain boundary layers in the ferromagnetic nanograined ZnO films**
In 520, pages: 1192-1194, Hersonissos, Greece, 2011 (inproceedings)

**Inversed solid-phase grain boundary wetting in the Al-Zn system**
In 46, pages: 4349-4353, Mie, Japan, 2011 (inproceedings)

**First measurement of the heat effect of the grain boundary wetting phase transition**
In 46, pages: 4243, Mie, Japan, 2011 (inproceedings)

**Transmission electron microscopy investigation of boundaries between amorphous "grains" in Ni50Nb20Y30 alloy**
In 46, pages: 4336-4342, Mie, Japan, 2011 (inproceedings)

**Electron magnetic linear dichroism (EMLD) and electron magnetic circular dichroism (EMCD) in electron energy-loss spectroscopy**
In 13, pages: 426-427, Saarbrücken, 2007 (inproceedings)

**Pressure Isotherms of Hydrogen Adsorption in Carbon Nanostructures**
In *Making Functional Materials with Nanotubes*, pages: Z9.11.1-Z9.11.6, Materials Research Society Symposium Proceedings, MRS, Boston [Mass.], 2002 (inproceedings)

**Hydrogen Storage in Carbon SWNTs: Atomic or Molecular?**
In *Structural and Electronic Properties of Molecular Nanostructures*, pages: 601-605, AIP Conference Proceedings, AIP, Kirchberg, Tirol [Austria], 2002 (inproceedings)

**Hydrogen Storage in Nanostructured Carbon Materials at Room Temperature**
In *Structural and Electronic Properties of Molecular Nanostructures*, pages: 597-600, AIP Conference Proceedings, AIP, Kirchberg, Tirol [Austria], 2002 (inproceedings)

**Micromagnetism and the microstructure of the cell walls in Sm2Co17 based permanent magnets**
In *Proceedings of the 17th International Workshop on Rare-Earth Magnets and their Applications*, pages: 696-703, Rinton Press, Newark, Delaware, USA, 2002 (inproceedings)

**Ab-initio study of the influence of epitaxial strain on magnetoelastic properties**
In *Atomistic Aspects of Epitaxial Growth*, pages: 439-447, NATO Science series: Series 2, Mathematics, Physics, and Chemistry, Kluwer Academic Publishers, Dassia, Corfu [Greece], 2002 (inproceedings)