Sparse modeling (Record no. 6551)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02055nam a2200289Ia 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250725103048.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220909b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781439828694 |
| 037 ## - SOURCE OF ACQUISITION | |
| Terms of availability | Textbook |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | CSL |
| Language of cataloging | eng |
| Transcribing agency | CSL |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 084 ## - COLON CLASSIFICATION NUMBER | |
| Classification number | D65,8(B):(B288) Q5 TD |
| Assigning agency | CSL |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Rish, Irina |
| Relator term | author |
| 9 (RLIN) | 816483 |
| 245 #0 - TITLE STATEMENT | |
| Title | Sparse modeling |
| Remainder of title | : Theory, algorithms, and applications |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Boca Raton : |
| Name of publisher, distributor, etc. | CRC Press, |
| Date of publication, distribution, etc. | 2015. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xviii, 231p. |
| Other physical details | : ill. |
| 500 ## - GENERAL NOTE | |
| General note | Epilogue 185-186p.; Appendix 187-202p.; Bibliography 203-226p.; Index 227-231p. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Sparse models are particularly useful in scientific applications, such as biomarker discovery in genetic or neuroimaging data, where the interpretability of a predictive model is essential. Sparsity can also dramatically improve the cost efficiency of signal processing.<br/>Sparse Modeling: Theory, Algorithms, and Applications provides an introduction to the growing field of sparse modeling, including application examples, problem formulations that yield sparse solutions, algorithms for finding such solutions, and recent theoretical results on sparse recovery. The book gets you up to speed on the latest sparsity-related developments and will motivate you to continue learning about the field.<br/>The authors first present motivating examples and a high-level survey of key recent developments in sparse modeling. The book then describes optimization problems involving commonly used sparsity-enforcing tools, presents essential theoretical results, and discusses several state-of-the-art algorithms for finding sparse solutions. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Beyond LASSO |
| 9 (RLIN) | 816484 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Sparse graphical models |
| 9 (RLIN) | 816485 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Theoretical results |
| 9 (RLIN) | 816486 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Sparse recovery |
| 9 (RLIN) | 816487 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Grabarnik, Genady Ya |
| Relator term | co-author |
| 9 (RLIN) | 816488 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Classification part | D65,8(B):(B288) Q5 TD |
| Koha item type | Textbook |
| Source of classification or shelving scheme | Colon Classification (CC) |
| Suppress in OPAC | No |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Central Science Library | Central Science Library | 2022-09-12 | 443, 10/03/2015, Limpid Book Service | D65,8(B):(B288) Q5 TD | SL1598084 | 2022-09-12 | 2022-09-12 | Textbook |