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CERN Document Server Намерени са 7 записа  Търсенето отне 0.58 секунди. 
1.
Universal approximation of continuous functions with minimal quantum circuits / Pérez-Salinas, Adrián (Leiden U.) ; Rad, Mahtab Yaghubi (Leiden U. ; U. Leiden (main)) ; Barthe, Alice (Leiden U. ; CERN) ; Dunjko, Vedran (Leiden U. ; U. Leiden (main))
The conventional paradigm of quantum computing is discrete: it utilizes discrete sets of gates to realize bitstring-to-bitstring mappings, some of them arguably intractable for classical computers. [...]
arXiv:2411.19152. - 14.
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2.
Gate-based quantum simulation of Gaussian bosonic circuits on exponentially many modes / Barthe, Alice (CERN ; Los Alamos Natl. Lab., Theor. Div. ; Leiden U.) ; Cerezo, M. (Los Alamos ; Oak Ridge) ; Sornborger, Andrew T. (Los Alamos) ; Larocca, Martin (Los Alamos Natl. Lab., Theor. Div. ; Los Alamos) ; García-Martín, Diego (Los Alamos)
We introduce a framework for simulating, on an $(n+1)$-qubit quantum computer, the action of a Gaussian Bosonic (GB) circuit on a state over $2^n$ modes. [...]
LA-UR-24-26564 ; arXiv:2407.06290. - 19 p.
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Parameterized quantum circuits as universal generative models for continuous multivariate distributions / Barthe, Alice (U. Leiden (main) ; CERN ; Leiden U.) ; Grossi, Michele (CERN) ; Vallecorsa, Sofia (CERN) ; Tura, Jordi (U. Leiden (main) ; Leiden U.) ; Dunjko, Vedran (U. Leiden (main) ; Leiden U.)
Parameterized quantum circuits have been extensively used as the basis for machine learning models in regression, classification, and generative tasks. [...]
arXiv:2402.09848. - 13 p.
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Gradients and frequency profiles of quantum re-uploading models / Barthe, Alice (U. Leiden (main) ; CERN ; Leiden U.) ; Pérez-Salinas, Adrián (Leiden U. ; U. Leiden (main))
Quantum re-uploading models have been extensively investigated as a form of machine learning within the context of variational quantum algorithms. Their trainability and expressivity are not yet fully understood and are critical to their performance. [...]
arXiv:2311.10822.- 2024-11-14 - 24 p. - Published in : Quantum 8 (2024) 1523 Fulltext: 2311.10822 - PDF; Publication - PDF; document - PDF;
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Basics of quantum computing (theory) / Barthe, Alice (speaker) (Leiden University (NL))
Abstract In this basic introduction to quantum computing, the underlying mathematical concepts will be presented together with quantum mechanical phenoma of interest such as superposition and entanglement in order to enable the understanding of basic quantum circuits. Bio Alice is an aerospace engineer by background. After working 5 years in the space and defence industry, she started her quantum journey as a PhD student in Quantum Computing at CERN. [...]
2023 - 3415. CERN openlab summer student lecture programme; Barthe, A., Chang, S. Y. ''Introduction to Quantum Computing'' External links: Talk details; Event details In : Barthe, A., Chang, S. Y. ''Introduction to Quantum Computing''
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6.
Bloch Sphere Binary Trees: A method for the visualization of sets of multi-qubit systems pure states / Barthe, Alice (CERN ; U. Leiden (main)) ; Grossi, Michele (CERN) ; Tura, Jordi (U. Leiden (main)) ; Dunjko, Vedran (U. Leiden (main))
Understanding the evolution of a multi-qubit quantum system, or elucidating what portion of the Hilbert space is occupied by a quantum dataset becomes increasingly hard with the number of qubits [...]
arXiv:2302.02957. - 8 p.
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Quantum Algorithms for Dynamical Systems / Barthe, Alice (speaker) (Leiden University (NL))
2023 - 684. Workshops and Training; 2023 CERN openlab Technical Workshop External links: Talk details; Event details In : 2023 CERN openlab Technical Workshop
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