Mathematical analysis of machine learning algorithms (Record no. 55143)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 00506nam a22001457a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781009098380 (hb) |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Author Mark | ZHA |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Authorship | Zhang, Tong |
| 245 ## - TITLE STATEMENT | |
| Title | Mathematical analysis of machine learning algorithms |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | UK |
| Name of publisher | Cambridge University Press |
| Date of publication | 2023 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xiii, 453 p. |
| Illustrations | : ill., |
| Dimensions | ; 26 cm. |
| 500 ## - GENERAL NOTE | |
| General note | Include Index and References. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Subject | Computer science |
| Keywords | Basic probability inequalities |
| -- | Independent random variables |
| -- | Algorithmic stability |
| -- | FC |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| item type | Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Source of acquisition | Cost, normal purchase price | Full call number | Barcode | Copy number | Uniform Resource Identifier (Invoice Number) | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Gulberg Green Campus | Gulberg Green Campus | Golden Books | 15087.78 | 519.5 ZHA | 33945 | 1 | 617 | Books |