activity
20172022
most citedRobust Submodular Maximization: A Non-Uniform Partitioning Approach

32 citations · 47 across the 7 of their papers we have counts for

collaborators

10 papers

cs.DS2022

Massively Parallel Algorithms for -Matching

Mohsen Ghaffari, Christoph Grunau, Slobodan Mitrović

This paper presents an round massively parallel algorithm for approximation of maximum weighted -matchings, using near-linear memory per machine. Her…

cs.DS2019

Improved Local Computation Algorithm for Set Cover via Sparsification

Christoph Grunau, Slobodan Mitrović, Ronitt Rubinfeld +1

We design a Local Computation Algorithm (LCA) for the set cover problem. Given a set system where each set has size at most and each element is contained in at most sets, t…

cs.DS2019

Space Efficient Approximation to Maximum Matching Size from Uniform Edge Samples

Michael Kapralov, Slobodan Mitrović, Ashkan Norouzi-Fard +1

Given a source of iid samples of edges of an input graph with vertices and edges, how many samples does one need to compute a constant factor approximation to the maxim…

cs.DS2019

Adversarially Robust Submodular Maximization under Knapsack Constraints

Dmitrii Avdiukhin, Slobodan Mitrović, Grigory Yaroslavtsev +1

We propose the first adversarially robust algorithm for monotone submodular maximization under single and multiple knapsack constraints with scalable implementations in distributed…

cs.LO2019

Identifying Maximal Non-Redundant Integer Cone Generators

Slobodan Mitrović, Ruzica Piskac, Viktor Kunčak

A non-redundant integer cone generator (NICG) of dimension is a set of vectors from whose vector sum cannot be generated as a positive integer linear combinatio…

cs.DS2018

Weighted Matchings via Unweighted Augmentations

Buddhima Gamlath, Sagar Kale, Slobodan Mitrović +1

We design a generic method for reducing the task of finding weighted matchings to that of finding short augmenting paths in unweighted graphs. This method enables us to provide eff…