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 …

Kernelization via sampling with applications to finding matchings and related problems in dynamic graph streams

R Chitnis, G Cormode, H Esfandiari… - Proceedings of the twenty …, 2016 - SIAM
In this paper we present a simple but powerful subgraph sampling primitive that is
applicable in a variety of computational models including dynamic graph streams (where the …

On randomized one-round communication complexity

I Kremer, N Nisan, D Ron - Computational Complexity, 1999 - Springer
We present several results regarding randomized one-round communication complexity.
Our results include a connection to the VC-dimension, a study of the problem of computing …

Near-optimal lower bounds on the multi-party communication complexity of set disjointness

A Chakrabarti, S Khot, X Sun - 18th IEEE Annual Conference on …, 2003 - ieeexplore.ieee.org
We study the communication complexity of the set disjointness problem in the general
multiparty model. For t players, each holding a subset of a universe of size n, we establish a …

Coresets-methods and history: A theoreticians design pattern for approximation and streaming algorithms

A Munteanu, C Schwiegelshohn - KI-Künstliche Intelligenz, 2018 - Springer
We present a technical survey on the state of the art approaches in data reduction and the
coreset framework. These include geometric decompositions, gradient methods, random …

Interactive information complexity

M Braverman - Proceedings of the forty-fourth annual ACM symposium …, 2012 - dl.acm.org
The primary goal of this paper is to define and study the interactive information complexity of
functions. Let f (x, y) be a function, and suppose Alice is given x and Bob is given y …

Correlation clustering in data streams

KJ Ahn, G Cormode, S Guha… - International …, 2015 - proceedings.mlr.press
In this paper, we address the problem of\emphcorrelation clustering in the dynamic data
stream model. The stream consists of updates to the edge weights of a graph on n nodes …

Exponential separation of quantum and classical one-way communication complexity

Z Bar-Yossef, TS Jayram, I Kerenidis - … of the thirty-sixth annual ACM …, 2004 - dl.acm.org
We give the first exponential separation between quantum and bounded-error randomized
one-way communication complexity. Specifically, we define the Hidden Matching Problem …

Vertex and hyperedge connectivity in dynamic graph streams

S Guha, A McGregor, D Tench - Proceedings of the 34th ACM SIGMOD …, 2015 - dl.acm.org
A growing body of work addresses the challenge of processing dynamic graph streams: a
graph is defined by a sequence of edge insertions and deletions and the goal is to construct …

Towards tighter space bounds for counting triangles and other substructures in graph streams

SK Bera, A Chakrabarti - 34th Symposium on Theoretical Aspects …, 2017 - drops.dagstuhl.de
We revisit the much-studied problem of space-efficiently estimating the number of triangles
in a graph stream, and extensions of this problem to counting fixed-sized cliques and cycles …