Probability and computing / (Record no. 241742)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01709cam a22002538i 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220518154754.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 160921s2017 enk b 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781107154889 |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.2 |
| Item number | MIT |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Mitzenmacher, Michael, |
| 9 (RLIN) | 2581 |
| 245 10 - TITLE STATEMENT | |
| Title | Probability and computing / |
| Statement of responsibility, etc. | Michael Mitzenmacher Eli Upfal. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | Second edition. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | pages cm |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | "Greatly expanded, this new edition requires only an elementary background in discrete mathematics and offers a comprehensive introduction to the role of randomization and probabilistic techniques in modern computer science. Newly added chapters and sections cover topics including normal distributions, sample complexity, VC dimension, Rademacher complexity, power laws and related distributions, cuckoo hashing, and the Lovasz Local Lemma. Material relevant to machine learning and big data analysis enables students to learn modern techniques and applications. Among the many new exercises and examples are programming-related exercises that provide students with excellent training in solving relevant problems. This book provides an indispensable teaching tool to accompany a one- or two-semester course for advanced undergraduate students in computer science and applied mathematics"-- |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Algorithms. |
| 9 (RLIN) | 2969 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Probabilities. |
| 9 (RLIN) | 2970 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Stochastic analysis. |
| 9 (RLIN) | 2584 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Upfal, Eli, |
| 9 (RLIN) | 2585 |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://www.loc.gov/catdir/enhancements/fy1618/2016041654-b.html">https://www.loc.gov/catdir/enhancements/fy1618/2016041654-b.html</a> |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://www.loc.gov/catdir/enhancements/fy1618/2016041654-d.html">https://www.loc.gov/catdir/enhancements/fy1618/2016041654-d.html</a> |
| 856 41 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://www.loc.gov/catdir/enhancements/fy1618/2016041654-t.html">https://www.loc.gov/catdir/enhancements/fy1618/2016041654-t.html</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Total Checkouts | Total Renewals | Full call number | Barcode | Date last seen | Date last checked out | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Department of Computer Science | Department of Computer Science | General Stacks | 12/21/2017 | 2 | 2 | 519.2 MIT | MCS06213 | 11/21/2019 | 09/17/2019 | 12/21/2017 | Books |