Sparse modeling : theory, algorithms, and applications
tarafından
Rish, Irina, 1969, author.
Başlık
:
Sparse modeling : theory, algorithms, and applications
Yazar
:
Rish, Irina, 1969, author.
ISBN
:
9780429151996
Fiziksel Tanımlama
:
1 online resource
Seri
:
Chapman & Hall/CRC machine learning & pattern recognition series
Chapman & Hall/CRC machine learning & pattern recognition series.
Genel Not
:
A Chapman and Hall book.
İçerik
:
1. Introduction -- 2. Sparse recovery : problem formulations -- 3. Theoretical results (deterministic part) -- 4. Theoretical results (probabilistic part) -- 5. Algorithms for sparse recovery problems -- 6. Beyond LASSO : structured sparsity -- 7. Beyond LASSO : other loss functions -- 8. Sparse graphical models -- 9. Sparse matrix factorization : dictionary learning and beyond.
Konu Terimleri
:
Mathematical models.
Sampling (Statistics)
Sparse matrices.
Yazar Ek Girişi
:
Grabarnik, Genady Ya.,
Elektronik Erişim
:
| Kütüphane | Materyal Türü | Demirbaş Numarası | Yer Numarası | [[missing key: search.ChildField.HOLDING]] | Durumu/İade Tarihi |
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| Çevrimiçi Kütüphane | E-Kitap | 539096-1001 | TA342 .R57 2015 | | CRC E-Books |