@Article{hein_et_al:DagRep.1.7.53, author = {Hein, Matthias and Lugosi, Gabor and Rosasco, Lorenzo and Smale, Steve}, title = {{Mathematical and Computational Foundations of Learning Theory (Dagstuhl Seminar 11291)}}, pages = {53--69}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2011}, volume = {1}, number = {7}, editor = {Hein, Matthias and Lugosi, Gabor and Rosasco, Lorenzo and Smale, Steve}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.1.7.53}, URN = {urn:nbn:de:0030-drops-33093}, doi = {10.4230/DagRep.1.7.53}, annote = {Keywords: learning theory, machine learning, sparsity, high-dimensional geometry, manifold learning, online learning} }