Stable distributions, pseudorandom generators, embeddings, and data stream computation

P Indyk - Journal of the ACM (JACM), 2006 - dl.acm.org
In this article, we show several results obtained by combining the use of stable distributions
with pseudorandom generators for bounded space. In particular:---We show that, for any …

Approximate clustering via core-sets

M Bādoiu, S Har-Peled, P Indyk - Proceedings of the thiry-fourth annual …, 2002 - dl.acm.org
In this paper, we show that for several clustering problems one can extract a small set of
points, so that using those core-sets enable us to perform approximate clustering efficiently …

The string edit distance matching problem with moves

G Cormode, S Muthukrishnan - ACM Transactions on Algorithms (TALG), 2007 - dl.acm.org
The edit distance between two strings S and R is defined to be the minimum number of
character inserts, deletes, and changes needed to convert R to S. Given a text string t of …

Optimal core-sets for balls

M Bădoiu, KL Clarkson - Computational Geometry, 2008 - Elsevier
Given a set of points P⊂ Rd and value ε> 0, an ε-core-setS⊂ P has the property that the
smallest ball containing S has radius within 1+ ε of the radius of the smallest ball containing …

[PDF][PDF] Smaller core-sets for balls

M Badoiu, KL Clarkson - SODA, 2003 - 9p.io
We prove the existence of small core-sets for solving approximate k-center clustering and
related problems. The size of these core-sets is considerably smaller than the previously …

Maintaining information in fully dynamic trees with top trees

S Alstrup, J Holm, KD Lichtenberg… - Acm Transactions on …, 2005 - dl.acm.org
We design top trees as a new simpler interface for data structures maintaining information in
a fully dynamic forest. We demonstrate how easy and versatile they are to use on a host of …

Approximate minimum enclosing balls in high dimensions using core-sets

P Kumar, JSB Mitchell, EA Yildirim - Journal of Experimental Algorithmics …, 2003 - dl.acm.org
We study the minimum enclosing ball (MEB) problem for sets of points or balls in high
dimensions. Using techniques of second-order cone programming and" core-sets", we have …

Distributed PCP theorems for hardness of approximation in P

A Abboud, A Rubinstein… - 2017 IEEE 58th Annual …, 2017 - ieeexplore.ieee.org
We present a new distributed model of probabilistically checkable proofs (PCP). A satisfying
assignment x∈{0, 1} n to a CNF formula φ is shared between two parties, where Alice …

Fast smallest-enclosing-ball computation in high dimensions

K Fischer, B Gärtner, M Kutz - European Symposium on Algorithms, 2003 - Springer
We develop a simple combinatorial algorithm for computing the smallest enclosing ball of a
set of points in high dimensional Euclidean space. The resulting code is in most cases faster …

Approximating the diameter, width, smallest enclosing cylinder, and minimum-width annulus

TM Chan - Proceedings of the sixteenth annual symposium on …, 2000 - dl.acm.org
Abstract We study (1+ e)-factor approximation algorithms for several well-known
optimization problems on a given npoint set:(a) diameter,(b) width,(c) smallest enclosing …