Search Results for author: Marius Krumm

Found 4 papers, 1 papers with code

Multi-Excitation Projective Simulation with a Many-Body Physics Inspired Inductive Bias

1 code implementation15 Feb 2024 Philip A. LeMaitre, Marius Krumm, Hans J. Briegel

To overcome this limitation, we introduce Multi-Excitation Projective Simulation (mePS), a generalization that considers a chain-of-thought to be a random walk of several particles on a hypergraph.

Explainable artificial intelligence Explainable Artificial Intelligence (XAI) +2

Variational measurement-based quantum computation for generative modeling

no code implementations20 Oct 2023 Arunava Majumder, Marius Krumm, Tina Radkohl, Hendrik Poulsen Nautrup, Sofiene Jerbi, Hans J. Briegel

Measurement-based quantum computation (MBQC) offers a fundamentally unique paradigm to design quantum algorithms.

Towards interpretable quantum machine learning via single-photon quantum walks

no code implementations31 Jan 2023 Fulvio Flamini, Marius Krumm, Lukas J. Fiderer, Thomas Müller, Hans J. Briegel

Variational quantum algorithms represent a promising approach to quantum machine learning where classical neural networks are replaced by parametrized quantum circuits.

Decision Making Quantum Machine Learning +3

Quantum Darwinism and the spreading of classical information in non-classical theories

no code implementations11 Dec 2020 Roberto D. Baldijao, Marius Krumm, Andrew J. P. Garner, Markus P. Mueller

Quantum Darwinism posits that the emergence of a classical reality relies on the spreading of classical information from a quantum system to many parts of its environment.

Quantum Physics

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