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Jannik Irmai

3 accepted papers

2025

A Sub-Problem Quantum Alternating Operator Ansatz for Correlation Clustering

ICML 2025poster

The Quantum Alternating Operator Ansatz (QAOA) is a hybrid quantum-classical variational algorithm for approximately solving combinatorial optimization problems on Noisy Intermediate-Scale Quantum (NISQ) devices. Although it has been successfully applied to a variety of problems, there is only limit…

Cited by 0SourcePDFScholar
2024

A 4-Approximation Algorithm for Min Max Correlation Clustering

AISTATS 2024poster

We introduce a lower bounding technique for the min max correlation clustering problem and, based on this technique, a combinatorial 4-approximation algorithm for complete graphs. This improves upon the previous best known approximation guarantees of 5, using a linear program formulation (Kalhan et…

2024

Box Facets and Cut Facets of Lifted Multicut Polytopes

ICML 2024poster

The lifted multicut problem has diverse applications in the field of computer vision. Exact algorithms based on linear programming require an understanding of lifted multicut polytopes. Despite recent progress, two fundamental questions about these polytopes have remained open: Which lower box inequ…

Cited by 0SourcePDFScholar