MARC details
| 000 -LEADER |
|---|
| fixed length control field |
01100nam a22002417a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
IIITD |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20240111145415.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
231215b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9789355422194 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
IIITD |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.31 |
| Item number |
PRU-P |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Pruksachatkun, Yada |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Practicing trustworthy machine learning : |
| Remainder of title |
consistent, transparent, and fair AI pipelines |
| Statement of responsibility, etc |
by Yada Pruksachatkun, Matthew McAteer, and Subhabrata Majumdar. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Name of publisher, distributor, etc |
O'Reilly, |
| Place of publication, distribution, etc |
Mumbai : |
| Date of publication, distribution, etc |
©2023 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xxiv, 274 p. : |
| Other physical details |
ill, ; |
| Dimensions |
23 cm. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
This book includes an index. |
| 505 ## - FORMATTED CONTENTS NOTE |
|---|
| Title |
1. Privacy |
| -- |
2. Fairness and bias<br/> |
| -- |
3. Model explainability and interpretability<br/> |
| -- |
4. Robustness<br/> |
| -- |
5. Secure and trustworthy data generation<br/> |
| -- |
6. More state-of-the-art research questions<br/><br/> |
| -- |
7. From theory to practice |
| -- |
8. An ecosystem of trust<br/> |
| -- |
A. Synthetic data generation tools<br/> |
| -- |
B. Other interpretability and explainability tool kits<br/> |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Machine learning |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Privacy |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
McAteer, Matthew |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Majumdar, Subhabrata |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Books |
