Michael Kölle

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Active since

2023

Affiliations

Ludwig-Maximilians-Universität München(Current)

LMU Klinikum

Michael Kölle is an author at Ludwig-Maximilians-Universität München specializing in quantum computing, quantum optimization algorithms, and approximate optimization.

ORCID

Publications per year

2023–2024

Publications

Quantum Denoising Diffusion Models

Michael Kölle, Gerhard Stenzel, Jonas Stein et al. · 2024 · 17 citations

Computing, Computer Science, Physics +15

Quantum Advantage Actor-Critic for Reinforcement Learning

Michael Kölle, Mohamad Hgog, Fabian Ritz et al. · 2024 · 15 citations · Full text

Computing, Computer Science, Machine Learning +13

Exploring Unsupervised Anomaly Detection with Quantum Boltzmann Machines in Fraud Detection

Jonas Stein, Daniëlle Schuman, Magdalena Benkard et al. · 2024 · 13 citations · Full text

Computing, Computer Science, Cybersecurity +17

Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA

Jonas Stein, Farbod Chamanian, Maximilian Zorn et al. · 2023 · 12 citations

Computing, Computer Science, Algorithms +16

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