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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.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.…