Search Results for author: Ran Haba

Found 3 papers, 1 papers with code

Streaming Submodular Maximization under a k-Set System Constraint

no code implementations ICML 2020 Ran Haba, Ehsan Kazemi, Moran Feldman, Amin Karbasi

Moreover, we propose the first streaming algorithms for monotone submodular maximization subject to $k$-extendible and $k$-system constraints.

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Streaming Submodular Maximization under a $k$-Set System Constraint

1 code implementation9 Feb 2020 Ran Haba, Ehsan Kazemi, Moran Feldman, Amin Karbasi

In this paper, we propose a novel framework that converts streaming algorithms for monotone submodular maximization into streaming algorithms for non-monotone submodular maximization.

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Almost Optimal Semi-streaming Maximization for k-Extendible Systems

no code implementations11 Jun 2019 Moran Feldman, Ran Haba

In this paper we consider the problem of finding a maximum weight set subject to a $k$-extendible constraint in the data stream model.

Data Structures and Algorithms 68W40 (Primary) 68R05 (Secondary) F.2.2; G.1.6; G.2.1

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