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Found 7 Documents (Results 1–7)

Sparse density estimation with \(\ell _{1}\) penalties. (English) Zbl 1203.62053

Bshouty, Nader H. (ed.) et al., Learning theory. 20th annual conference on learning theory, COLT 2007, San Diego, CA, USA, June 13–15, 2007. Proceedings. Berlin: Springer (ISBN 978-3-540-72925-9). Lecture Notes in Computer Science 4539. Lecture Notes in Artificial Intelligence, 530-543 (2007).
MSC:  62G07
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Aggregation and sparsity via \(\ell _{1}\) penalized least squares. (English) Zbl 1143.62319

Lugosi, Gabor (ed.) et al., Learning theory. 19th annual conference on learning theory, COLT 2006, Pittsburgh, PA, USA, June 22–25, 2006. Proceedings. Berlin: Springer (ISBN 978-3-540-35294-5/pbk). Lecture Notes in Computer Science 4005. Lecture Notes in Artificial Intelligence, 379-391 (2006).
MSC:  62G08
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