An information statistics approach to data stream and communication complexity

Z Bar-Yossef, TS Jayram, R Kumar… - Journal of Computer and …, 2004 - Elsevier
We present a new method for proving strong lower bounds in communication complexity.
This method is based on the notion of the conditional information complexity of a function …

Application of heuristic search and information theory to sequential fault diagnosis

KR Pattipati, MG Alexandridis - IEEE Transactions on Systems …, 1990 - ieeexplore.ieee.org
The problem of constructing optimal and near-optimal test sequences to diagnose
permanent faults in electronic and electromechanical systems is considered. The test …

[图书][B] Mathematics and computation: A theory revolutionizing technology and science

A Wigderson - 2019 - books.google.com
From the winner of the Turing Award and the Abel Prize, an introduction to computational
complexity theory, its connections and interactions with mathematics, and its central role in …

The one-way communication complexity of submodular maximization with applications to streaming and robustness

M Feldman, A Norouzi-Fard, O Svensson… - Journal of the …, 2023 - dl.acm.org
We consider the classical problem of maximizing a monotone submodular function subject
to a cardinality constraint, which, due to its numerous applications, has recently been …

On estimating maximum matching size in graph streams

S Assadi, S Khanna, Y Li - Proceedings of the Twenty-Eighth Annual ACM …, 2017 - SIAM
We study the problem of estimating the maximum matching size in graphs whose edges are
revealed in a streaming manner. We consider both insertion-only streams, which only …

[PDF][PDF] Optimal space lower bounds for all frequency moments

DP Woodruff - SODA, 2004 - Citeseer
We prove that any one-pass streaming algorithm which (ǫ, δ)-approximates the kth
frequency moment Fk, for any real k= 1 and any ǫ= Ω (1√ m), must use Ω(1∈ 2) bits of …

Approximating edit distance efficiently

Z Bar-Yossef, TS Jayram… - 45th Annual IEEE …, 2004 - ieeexplore.ieee.org
Edit distance has been extensively studied for the past several years. Nevertheless, no
linear-time algorithm is known to compute the edit distance between two strings, or even to …

A simple sublinear-time algorithm for counting arbitrary subgraphs via edge sampling

S Assadi, M Kapralov, S Khanna - arXiv preprint arXiv:1811.07780, 2018 - arxiv.org
In the subgraph counting problem, we are given a input graph $ G (V, E) $ and a target
graph $ H $; the goal is to estimate the number of occurrences of $ H $ in $ G $. Our focus …

Optimal bounds for Johnson-Lindenstrauss transforms and streaming problems with subconstant error

TS Jayram, DP Woodruff - ACM Transactions on Algorithms (TALG), 2013 - dl.acm.org
The Johnson-Lindenstrauss transform is a dimensionality reduction technique with a wide
range of applications to theoretical computer science. It is specified by a distribution over …

Tight lower bounds for the distinct elements problem

P Indyk, D Woodruff - 44th Annual IEEE Symposium on …, 2003 - ieeexplore.ieee.org
We prove strong lower bounds for the space complexity of (/spl epsi/,/spl delta/)-
approximating the number of distinct elements F/sub 0/in a data stream. Let m be the size of …