Search Results for author: Yulia Kempner

Found 1 papers, 0 papers with code

Parallel Quasi-concave set optimization: A new frontier that scales without needing submodularity

no code implementations19 Aug 2021 Praneeth Vepakomma, Yulia Kempner, Ramesh Raskar

We provide a parallel algorithm with a time complexity over $n$ processors of $\mathcal{O}(n^2g) +\mathcal{O}(\log{\log{n}})$ where $n$ is the cardinality of the ground set and $g$ is the complexity to compute the monotone linkage function that induces a corresponding quasi-concave set function via a duality.

Combinatorial Optimization Computational Efficiency

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