Search Results - Marcello Benedetti

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  1. 1

    On the sample complexity of quantum Boltzmann machine learning by Luuk Coopmans, Marcello Benedetti

    Published in Communications Physics (2024-08-01)
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  2. 2

    Hardware-efficient variational quantum algorithms for time evolution by Marcello Benedetti, Mattia Fiorentini, Michael Lubasch

    Published in Physical Review Research (2021-07-01)
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  3. 3

    Predicting Gibbs-State Expectation Values with Pure Thermal Shadows by Luuk Coopmans, Yuta Kikuchi, Marcello Benedetti

    Published in PRX Quantum (2023-01-01)
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  4. 4

    Bayesian learning of parameterised quantum circuits by Samuel Duffield, Marcello Benedetti, Matthias Rosenkranz

    Published in Machine Learning: Science and Technology (2023-01-01)
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  5. 5

    An initialization strategy for addressing barren plateaus in parametrized quantum circuits by Edward Grant, Leonard Wossnig, Mateusz Ostaszewski, Marcello Benedetti

    Published in Quantum (2019-12-01)
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  6. 6

    Adversarial quantum circuit learning for pure state approximation by Marcello Benedetti, Edward Grant, Leonard Wossnig, Simone Severini

    Published in New Journal of Physics (2019-01-01)
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  7. 7

    F-Divergences and Cost Function Locality in Generative Modelling with Quantum Circuits by Chiara Leadbeater, Louis Sharrock, Brian Coyle, Marcello Benedetti

    Published in Entropy (2021-09-01)
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  8. 8

    Realization of quantum signal processing on a noisy quantum computer by Yuta Kikuchi, Conor Mc Keever, Luuk Coopmans, Michael Lubasch, Marcello Benedetti

    Published in npj Quantum Information (2023-09-01)
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  9. 9

    Training quantum Boltzmann machines with the β-variational quantum eigensolver by Onno Huijgen, Luuk Coopmans, Peyman Najafi, Marcello Benedetti, Hilbert J Kappen

    Published in Machine Learning: Science and Technology (2024-01-01)
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  10. 10

    Measuring correlation and entanglement between molecular orbitals on a trapped-ion quantum computer by Gabriel Greene-Diniz, Chris N. Self, Michal Krompiec, Luuk Coopmans, Marcello Benedetti, David Muñoz Ramo, Matthias Rosenkranz

    Published in Scientific Reports (2025-08-01)
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  11. 11

    Quantum state preparation for multivariate functions by Matthias Rosenkranz, Eric Brunner, Gabriel Marin-Sanchez, Nathan Fitzpatrick, Silas Dilkes, Yao Tang, Yuta Kikuchi, Marcello Benedetti

    Published in Quantum (2025-04-01)
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