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20202026
most citedOn the Hardness of Training Deep Neural Networks Discretely

1 citations · 1 across the 16 of their papers we have counts for

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cs.DS2026

Tight Approximation Results for Matroid Optimization with a Linear Constraint

Ilan Doron-Arad, Hadas Shachnai, Gilad Shmerler

We study the following class of matroid optimization problems with a linear constraint (P-MOL). Given a matroid M=(E,I), two weight functions , and a threshold…

cs.DS2026

A Tight Information-Theoretic Lower Bound for Randomized Online Set Cover

Ilan Doron-Arad, Joseph, Naor

Online set cover is a fundamental problem in online algorithms, admitting a deterministic -competitive algorithm, where is the number of sets and is the nu…

cs.DS2026

Incremental Dominating Set

Ilan Doron Arad, Jonathan Gal, Seffi Naor

Dominating Set is a fundamental problem in graph theory: given a graph, find a minimum-weight subset of vertices such that every vertex is either selected or adjacent to a selected…

cs.DS2024

You (Almost) Can't Beat Brute Force for 3-Matroid Intersection

Ilan Doron-Arad, Ariel Kulik, Hadas Shachnai

The -matroid intersection (-MI) problem asks if given matroids share a common basis. Already for , notable canonical NP-complete special cases are -…

cs.DS2024

Fine Grained Lower Bounds for Multidimensional Knapsack

Ilan Doron-Arad, Ariel Kulik, Pasin Manurangsi

We study the -dimensional knapsack problem. We are given a set of items, each with a -dimensional cost vector and a profit, along with a -dimensional budget vector. The go…

cs.DS2024

Unsplittable Flow on a Short Path

Ilan Doron-Arad, Fabrizio Grandoni, Ariel Kulik

In the Unsplittable Flow on a Path problem UFP, we are given a path graph with edge capacities and a collection of tasks. Each task is characterized by a demand, a profit, and a su…

cs.DS2024

Non-Linear Paging

Ilan Doron-Arad, Joseph, Naor

We formulate and study non-linear paging - a broad model of online paging where the size of subsets of pages is determined by a monotone non-linear set function of the pages. This…

cs.DS2024

Approximations and Hardness of Packing Partially Ordered Items

Ilan Doron-Arad, Guy Kortsarz, Joseph Naor +2

Motivated by applications in production planning and storage allocation in hierarchical databases, we initiate the study of covering partially ordered items (CPO). Given a capacity…

cs.DS2023

An EPTAS for Cardinality Constrained Multiple Knapsack via Iterative Randomized Rounding

Ilan Doron-Arad, Ariel Kulik, Hadas Shachnai

In [Math. Oper. Res., 2011], Fleischer et al. introduced a powerful technique for solving the generic class of separable assignment problems (SAP), in which a set of items of given…

cs.DS2023

Tight Bounds for Budgeted Maximum Weight Independent Set in Bipartite and Perfect Graphs

Ilan Doron-Arad, Hadas Shachnai

We consider the classic budgeted maximum weight independent set (BMWIS) problem. The input is a graph , a weight function , a cost f…

cs.DS2023

Budgeted Matroid Maximization: a Parameterized Viewpoint

Ilan Doron-Arad, Ariel Kulik, Hadas Shachnai

We study budgeted variants of well known maximization problems with multiple matroid constraints. Given an -matchoid $\cm$ on a ground set , a profit function $p:E \righta…

cs.DS2023

Lower Bounds for Matroid Optimization Problems with a Linear Constraint

Ilan Doron-Arad, Ariel Kulik, Hadas Shachnai

We study a family of matroid optimization problems with a linear constraint (MOL). In these problems, we seek a subset of elements which optimizes (i.e., maximizes or minimizes) a…

cs.DS2023

An FPTAS for Budgeted Laminar Matroid Independent Set

Ilan Doron-Arad, Ariel Kulik, Hadas Shachnai

We study the budgeted laminar matroid independent set problem. The input is a ground set, where each element has a cost and a non-negative profit, along with a laminar matroid over…

cs.DS2023

Approximating Bin Packing with Conflict Graphs via Maximization Techniques

Ilan Doron-Arad, Hadas Shachnai

We give a comprehensive study of bin packing with conflicts (BPC). The input is a set of items, sizes , and a conflict graph . The goal is to…

cs.DS2023

An EPTAS for Budgeted Matching and Budgeted Matroid Intersection

Ilan Doron-Arad, Ariel Kulik, Hadas Shachnai

We study the budgeted versions of the well known matching and matroid intersection problems. While both problems admit a polynomial-time approximation scheme (PTAS) [Berger et al.…

cs.DS2022

Bin Packing with Partition Matroid can be Approximated within Bins

Ilan Doron-Arad, Ariel Kulik, Hadas Shachnai

We consider the Bin Packing problem with a partition matroid constraint. The input is a set of items of sizes in , and a partition matroid over the items. The goal is to pac…

cs.DS2022

An EPTAS for Budgeted Matroid Independent Set

Ilan Doron-Arad, Ariel Kulik, Hadas Shachnai

We consider the budgeted matroid independent set problem. The input is a ground set, where each element has a cost and a non-negative profit, along with a matroid over the elements…

cs.DS2020

An APTAS for Bin Packing with Clique-graph Conflicts

Ilan Doron-Arad, Ariel Kulik, Hadas Shachnai

We study the following variant of the classic {\em bin packing} problem. Given a set of items of various sizes, partitioned into groups, find a packing of the items in a minimum nu…