Coresets and sketches

JM Phillips - Handbook of discrete and computational geometry, 2017 - taylorfrancis.com
Geometric data summarization has become an essential tool in both geometric
approximation algorithms and where geometry intersects with big data problems. In linear or …

Unsolved problems in visibility graphs of points, segments, and polygons

SK Ghosh, PP Goswami - ACM Computing Surveys (CSUR), 2013 - dl.acm.org
Unsolved problems in visibility graphs of points, segments, and polygons Page 1 22 Unsolved
Problems in Visibility Graphs of Points, Segments, and Polygons SUBIR K. GHOSH, Tata …

[图书][B] Small summaries for big data

G Cormode, K Yi - 2020 - books.google.com
The massive volume of data generated in modern applications can overwhelm our ability to
conveniently transmit, store, and index it. For many scenarios, building a compact summary …

Weighted capacitated, priority, and geometric set cover via improved quasi-uniform sampling

TM Chan, E Grant, J Könemann, M Sharpe - … of the twenty-third annual ACM …, 2012 - SIAM
The minimum-weight set cover problem is widely known to be O (log n)-approximable, with
no improvement possible in the general case. We take the approach of exploiting problem …

Approximation algorithms for polynomial-expansion and low-density graphs

S Har-Peled, K Quanrud - SIAM Journal on Computing, 2017 - SIAM
We investigate the family of intersection graphs of low density objects in low dimensional
Euclidean space. This family is quite general, includes planar graphs, and in particular is a …

Weighted geometric set cover via quasi-uniform sampling

K Varadarajan - Proceedings of the forty-second ACM symposium on …, 2010 - dl.acm.org
There has been much progress on geometric set cover problems, but most known
techniques only apply to the unweighted setting. For the weighted setting, very few results …

The Erdos discrepancy problem

T Tao - arXiv preprint arXiv:1509.05363, 2015 - arxiv.org
We show that for any sequence $ f:{\bf N}\to\{-1,+ 1\} $ taking values in $\{-1,+ 1\} $, the
discrepancy $$\sup_ {n, d\in {\bf N}}\left|\sum_ {j= 1}^ nf (jd)\right| $$ of $ f $ is infinite. This …

[HTML][HTML] Exact algorithms and APX-hardness results for geometric packing and covering problems

TM Chan, E Grant - Computational Geometry, 2014 - Elsevier
We study several geometric set cover and set packing problems involving configurations of
points and geometric objects in Euclidean space. We show that it is APX-hard to compute a …

Tight lower bounds for the size of epsilon-nets

J Pach, G Tardos - Proceedings of the twenty-seventh annual …, 2011 - dl.acm.org
According to a well known theorem of Haussler and Welzl (1987), any range space of
bounded VC-dimension admits an ε-net of size O (1/ε log 1/ε). Using probabilistic …

Epsilon-approximations & epsilon-nets

NH Mustafa, K Varadarajan - Handbook of Discrete and …, 2017 - taylorfrancis.com
The use of random samples to approximate properties of geometric configurations has been
an influential idea for both combinatorial and algorithmic purposes. This chapter considers …