%0 Conference Paper %1 cavoretto2015approximation %A Cavoretto, Roberto %A De Marchi, Stefano %A De Rossi, Alessandra %A Perracchione, Emma %A Santin, Gabriele %B CMMSE 2015 : Proceedings of the 15th International Conference on Mathematical Methods in Science and Engineering %D 2015 %E Vigo-Aguiar, J. %K from:mhartmann ians imported vorlaeufig %P 317--326 %T RBF approximation of large datasets by partition of unity and local stabilization %X We present an algorithm to approximate large dataset by Radial Basis Function (RBF) techniques. The method couples a fast domain decomposition procedure with a localized stabilization method. The resulting algorithm can eciently deal with large problems and it is robust with respect to the typical instability of kernel methods. %@ 978-84-617-2230-3

@inproceedings{cavoretto2015approximation, abstract = {We present an algorithm to approximate large dataset by Radial Basis Function (RBF) techniques. The method couples a fast domain decomposition procedure with a localized stabilization method. The resulting algorithm can eciently deal with large problems and it is robust with respect to the typical instability of kernel methods.}, added-at = {2018-07-20T10:54:53.000+0200}, author = {Cavoretto, Roberto and De Marchi, Stefano and De Rossi, Alessandra and Perracchione, Emma and Santin, Gabriele}, biburl = {https://puma.ub.uni-stuttgart.de/bibtex/2a9f8b1e176e45799edcc4ff42e422259/mathematik}, booktitle = {CMMSE 2015 : Proceedings of the 15th International Conference on Mathematical Methods in Science and Engineering}, editor = {Vigo-Aguiar, J.}, file = {:http\://www.mathematik.uni-stuttgart.de/fak8/ians/publications/files/CaDeRoPeSa2015b_www_RBF_PU_WSVD.pdf:PDF}, interhash = {711b0af26ddc7f6cc99a6c992b908782}, intrahash = {a9f8b1e176e45799edcc4ff42e422259}, isbn = {978-84-617-2230-3}, issn = {2312-0177}, keywords = {from:mhartmann ians imported vorlaeufig}, owner = {santinge}, pages = {317--326}, timestamp = {2019-12-18T14:37:55.000+0100}, title = {RBF approximation of large datasets by partition of unity and local stabilization}, year = 2015 }