activity
20142025
most citedOptimal Bounds on the VC-dimension

5 citations · 14 across the 7 of their papers we have counts for

collaborators

12 papers

cs.CG2025

A Greedy Algorithm for Low-Crossing Partitions for General Set Systems

Mónika Csikós, Alexandre Louvet, Nabil Mustafa

Simplicial partitions are a fundamental structure in computational geometry, as they form the basis of optimal data structures for range searching and several related problems. Cur…

cs.DS2022

Algorithms for Discrepancy, Matchings, and Approximations: Fast, Simple, and Practical

Mónika Csikós, Nabil H. Mustafa

We study one of the key tools in data approximation and optimization: low-discrepancy colorings. Formally, given a finite set system , the \emph{discrepancy} of a t…

cs.LG2020

Optimal Approximations Made Easy

Mónika Csikós, Nabil H. Mustafa

The fundamental result of Li, Long, and Srinivasan on approximations of set systems has become a key tool across several communities such as learning theory, algorithms, computatio…

cs.LG2018★ 5 cited

Optimal Bounds on the VC-dimension

Monika Csikos, Andrey Kupavskii, Nabil H. Mustafa

The VC-dimension of a set system is a way to capture its complexity and has been a key parameter studied extensively in machine learning and geometry communities. In this paper, we…

math.MG2018★ 1 cited

Theorems of Carathéodory, Helly, and Tverberg without dimension

Karim Adiprasito, Imre Bárány, Nabil H. Mustafa +1

We prove a no-dimensional version of Carathédory's theorem: given an -element set , a point $a \in \conv P$, and an integer , , there is a subse…

math.MG2018

Tverberg theorems over discrete sets of points

Jesús A. De Loera, Thomas A. Hogan, Frédéric Meunier +1

This paper discusses Tverberg-type theorems with coordinate constraints (i.e., versions of these theorems where all points lie within a subset and the inte…

math.CO2017★ 3 cited

Bounding the size of an almost-equidistant set in Euclidean space

Andrey Kupavskii, Nabil H. Mustafa, Konrad J. Swanepoel

A set of points in d-dimensional Euclidean space is almost equidistant if among any three points of the set, some two are at distance 1. We show that an almost-equidistant set in $…

math.CO2017

The discrete yet ubiquitous theorems of Carathéodory, Helly, Sperner, Tucker, and Tverberg

Jesus A. De Loera, Xavier Goaoc, Frédéric Meunier +1

We discuss five discrete results: the lemmas of Sperner and Tucker from combinatorial topology and the theorems of Carathéodory, Helly, and Tverberg from combinatorial geometry. We…

cs.CG2017

Epsilon-approximations and epsilon-nets

Nabil H. Mustafa, Kasturi R. Varadarajan

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…

cs.CG2015

A Note on the Size-Sensitive Packing Lemma

Nabil H. Mustafa

We show that the size-sensitive packing lemma follows from a simple modification of the standard proof, due to Haussler and simplified by Chazelle, of the packing lemma.

cs.CG2015★ 5 cited

Tighter Estimates for epsilon-nets for Disks

Norbert Bus, Shashwat Garg, Nabil H. Mustafa +1

The geometric hitting set problem is one of the basic geometric combinatorial optimization problems: given a set of points, and a set of geometric objects in the…

cs.CG2014

QPTAS for Geometric Set-Cover Problems via Optimal Separators

Nabil H. Mustafa, Rajiv Raman, Saurabh Ray

Weighted geometric set-cover problems arise naturally in several geometric and non-geometric settings (e.g. the breakthrough of Bansal-Pruhs (FOCS 2010) reduces a wide class of mac…