Approximating basins of attraction for dynamical systems via stable radial bases. In Theodore Simos, and Charalambos Tsitouras (Eds.), International Conference on Numerical Analysis and Applied Mathematics 2015 (ICNAAM 2015), 1738, 1:390003, AIP Publishing, Melville, NY, 2016. [PUMA: ubs_20013 ubs_30123 ubs_40305 ubs_10008 fis]
Approximation in kernel-based spaces, optimal subspaces and approximationof eigenfunction. Padua, 2016. [PUMA: ubs_20013 ubs_30123 ubs_40190 ubs_10008 liste fis] URL
Consistency of support vector machines for forecasting the evolution of an unknown ergodic dynamical system from observations with unknown noise. The annals of statistics, (37)2:841-875, Institute of Mathematical Statistics, 2009. [PUMA: ubs_20013 oa ubs_10008 liste ubs_30126 ubs_40202 fis]
Fast and accurate finite-element multigrid solvers for PDE simulations on GPU clusters. Dortmund, 2010. [PUMA: ubs_20013 ubs_40195 ubs_30123 ubs_10008 liste fis]
Fast learning from non-i.i.d. observations. In Yoshua Bengio, Dale Schuurmans, John Lafferty, Chris Williams, and Aron Culotta (Eds.), Advances in neural information processing systems 22 : 23rd Annual Conference on Neural Information Processing Systems 2009, (3):1768-1776, Curran, Red Hook, NY, 2010. [PUMA: ubs_20013 oa ubs_10008 liste ubs_30126 ubs_40202 fis] URL
GPU Acceleration of an Unmodified Parallel Finite Element Navier-Stokes Solver. In Geoffrey C. Fox, Bogdan Franczyk, Waleed W. Smari, and John P. McIntire (Eds.), Proceedings of the 2009 International Conference on High Performance Computing & Simulation (HPCS 2009), 12-21, IEEE, New York, NY, 2009. [PUMA: ubs_20013 ubs_40195 ubs_30123 ubs_10008 fis]
Learning from dependent observations. Journal of multivariate analysis, (100)1:175-194, Elsevier, 2009. [PUMA: ubs_20013 ubs_10008 liste ubs_30126 ubs_40202 fis]
Modeling, analysis and optimal control of gas pipeline networks. Mathematik, Verlag Dr. Hut, München, 2009. [PUMA: ubs_20013 ubs_30123 ubs_10008 liste fis]
Numerics for evolution equations : a general interface based design concept. Freiburg i. Br., 2009. [PUMA: ubs_20013 ubs_30123 ubs_10008 fis]
On consistency and robustness properties of support vector machines for heavy-tailed distributions. Statistics and its interface, (2)3:311-327, International Press, 2009. [PUMA: ubs_20013 ubs_10008 liste ubs_30126 ubs_40202 fis]
Optimal rates for regularized least squares regression. 2009. [PUMA: ubs_20013 ubs_10008 liste ubs_30126 ubs_40202 fis]
Oracle inequalities for support vector machines that are based on random entropy numbers. Journal of complexity, (25)5:437-454, Elsevier, 2009. [PUMA: ubs_20013 ubs_10008 liste ubs_30126 ubs_40202 fis]
Radial kernels and their reproducing kernel Hilbert spaces. Journal of complexity, (26)6:641-660, Elsevier, 2010. [PUMA: ubs_20013 ubs_10008 liste ubs_30126 ubs_40202 fis]
RBF approximation of large datasets by partition of unity and local stabilization. Proceedings of the 15th International Conference on Computational and Mathematical Methods in Science and Engineering, CMMSE 2015, 317-326, CMMSE, 2017. [PUMA: ubs_20013 ubs_30123 ubs_40305 ubs_10008 liste fis] URL
Sparsity of SVMs that use the epsilon-insensitive loss. In Daphne Koller, Dale Schuurmans, Yoshua Bengio, and Léon Bottou (Eds.), Advances in neural information processing systems 21 : 22nd Annual Conference on Neural Information Processing Systems 2008, (3):1569-1576, Curran Associates Inc., Red Hook, NY, 2009. [PUMA: ubs_20013 ubs_10008 liste ubs_30126 ubs_40202 fis]
Stochastic Partial Differential Equations: Approximations and Applications. 2009. [PUMA: ubs_20013 ubs_40192 ubs_30123 ubs_10008 liste fis] URL
Structure-preserving finite difference methods for linearly damped differential equations. Orlando, Florida, 2016. [PUMA: ubs_20013 ubs_30123 ubs_40305 ubs_10008 liste fis] URL
Two oracle inequalities for regularized boosting classifiers. Statistics and its interface, (2)3:271-284, International Press, 2009. [PUMA: ubs_20013 oa ubs_10008 liste ubs_30126 ubs_40202 fis]
Using support vector machines for anomalous change detection. 2010 IEEE International Geoscience and Remote Sensing Symposium, (5):3732-3735, IEEE, Piscataway, NJ, 2010. [PUMA: ubs_20013 ubs_10008 liste ubs_30126 ubs_40202 fis]
Wavelet-based multiscale methods for numerical solution of hyperbolic conservation laws. Teheran, 2017. [PUMA: ubs_20013 ubs_30123 ubs_10008 liste fis]