Group testing: an information theory perspective

M Aldridge, O Johnson, J Scarlett - Foundations and Trends® …, 2019 - nowpublishers.com
The group testing problem concerns discovering a small number of defective items within a
large population by performing tests on pools of items. A test is positive if the pool contains …

Heavy hitters via cluster-preserving clustering

KG Larsen, J Nelson, HL Nguyễn… - Communications of the …, 2019 - dl.acm.org
We develop a new algorithm for the turnstile heavy hitters problem in general turnstile
streams, the EXPANDERSKETCH, which finds the approximate top-k items in a universe of …

Saffron: A fast, efficient, and robust framework for group testing based on sparse-graph codes

K Lee, K Chandrasekher, R Pedarsani… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Group testing is the problem of identifying K defective items among n items by pooling
groups of items. In this paper, we design group testing algorithms for approximate recovery …

Performance of group testing algorithms with near-constant tests per item

O Johnson, M Aldridge, J Scarlett - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
We consider the nonadaptive group testing with N items, of which K= Θ (N θ) are defective.
We study a test design in which each item appears in nearly the same number of tests. For …

On the optimality of the Kautz-Singleton construction in probabilistic group testing

HA Inan, P Kairouz, M Wootters… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
We consider the probabilistic group testing problem where d random defective items in a
large population of N items are identified with high probability by applying binary tests. It is …

Nearly optimal pseudorandomness from hardness

D Doron, D Moshkovitz, J Oh, D Zuckerman - Journal of the ACM, 2022 - dl.acm.org
Existing proofs that deduce BPP= P from circuit lower bounds convert randomized
algorithms into deterministic algorithms with a large polynomial slowdown. We convert …

Efficiently decodable error-correcting list disjunct matrices and applications

HQ Ngo, E Porat, A Rudra - … , ICALP 2011, Zurich, Switzerland, July 4-8 …, 2011 - Springer
Abstract A (d, ℓ)-list disjunct matrix is a non-adaptive group testing primitive which, given a
set of items with at most d “defectives,” outputs a superset of the defectives containing less …

Efficient algorithms for noisy group testing

S Cai, M Jahangoshahi, M Bakshi… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Group-testing refers to the problem of identifying (with high probability) a (small) subset of D
defectives from a (large) set of N items via a “small” number of “pooled” tests (ie, tests that …

[图书][B] Fault-Tolerant Search Algorithms

F Cicalese - 2013 - Springer
The study of the effect that errors may have on computation started at the very beginning of
the history of computer science. It dates back to the early 1950s, to the research by von …

Noisy non-adaptive group testing: A (near-) definite defectives approach

J Scarlett, O Johnson - IEEE Transactions on Information …, 2020 - ieeexplore.ieee.org
The group testing problem consists of determining a small set of defective items from a
larger set of items based on a number of possibly-noisy tests, and is relevant in applications …