Aldridge, M orcid.org/0000-0002-9347-1586 (2019) Rates of adaptive group testing in the linear regime. In: 2019 IEEE International Symposium on Information Theory (ISIT). 2019 IEEE International Symposium on Information Theory, 07-12 Jul 2019, Paris, France. IEEE ISBN 9781538692912
Abstract
We consider adaptive group testing in the linear regime, where the number of defective items scales linearly with the number of items. We analyse an algorithm based on generalized binary splitting. Provided fewer than half the items are defective, we achieve rates of over 0.9 bits per test for combinatorial zero-error testing, and over 0.95 bits per test for probabilistic small-error testing.
Metadata
Item Type: | Proceedings Paper |
---|---|
Authors/Creators: |
|
Copyright, Publisher and Additional Information: | ©2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. |
Dates: |
|
Institution: | The University of Leeds |
Academic Units: | The University of Leeds > Faculty of Engineering & Physical Sciences (Leeds) > School of Mathematics (Leeds) > Statistics (Leeds) |
Depositing User: | Symplectic Publications |
Date Deposited: | 12 Jun 2019 13:59 |
Last Modified: | 29 Oct 2019 14:14 |
Status: | Published |
Publisher: | IEEE |
Identification Number: | 10.1109/ISIT.2019.8849712 |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:147157 |