Articles with public access mandates - Marcello BenedettiLearn more
Available somewhere: 11
Parameterized quantum circuits as machine learning models
M Benedetti, E Lloyd, S Sack, M Fiorentini
Quantum Science and Technology 4 (4), 043001, 2019
Mandates: UK Engineering and Physical Sciences Research Council
A generative modeling approach for benchmarking and training shallow quantum circuits
M Benedetti, D Garcia-Pintos, O Perdomo, V Leyton-Ortega, Y Nam, ...
npj Quantum Information 5 (1), 45, 2019
Mandates: UK Engineering and Physical Sciences Research Council
Hierarchical quantum classifiers
E Grant, M Benedetti, S Cao, A Hallam, J Lockhart, V Stojevic, AG Green, ...
npj Quantum Information 4 (1), 65, 2018
Mandates: US Department of Defense, UK Engineering and Physical Sciences Research Council
Opportunities and challenges for quantum-assisted machine learning in near-term quantum computers
A Perdomo-Ortiz, M Benedetti, J Realpe-Gómez, R Biswas
Quantum Science and Technology 3 (3), 030502, 2018
Mandates: US Department of Defense, US Office of the Director of National Intelligence …
Estimation of effective temperatures in quantum annealers for sampling applications: A case study with possible applications in deep learning
M Benedetti, J Realpe-Gómez, R Biswas, A Perdomo-Ortiz
Physical Review A 94 (2), 022308, 2016
Mandates: US National Aeronautics and Space Administration
Training of quantum circuits on a hybrid quantum computer
D Zhu, NM Linke, M Benedetti, KA Landsman, NH Nguyen, CH Alderete, ...
Science advances 5 (10), eaaw9918, 2019
Mandates: US National Science Foundation, US Department of Defense, US Office of the …
Quantum-Assisted Learning of Hardware-Embedded Probabilistic Graphical Models
M Benedetti, J Realpe-Gómez, R Biswas, A Perdomo-Ortiz
Physical Review X 7 (4), 041052, 2017
Mandates: US Department of Defense, US National Aeronautics and Space Administration …
Quantum-assisted Helmholtz machines: A quantum–classical deep learning framework for industrial datasets in near-term devices
M Benedetti, J Realpe-Gómez, A Perdomo-Ortiz
Quantum Science and Technology 3 (3), 034007, 2018
Mandates: US Department of Defense, US Office of the Director of National Intelligence …
Adversarial quantum circuit learning for pure state approximation
M Benedetti, E Grant, L Wossnig, S Severini
New Journal of Physics 21 (4), 043023, 2019
Mandates: US Department of Defense, National Natural Science Foundation of China, UK …
Quantum Annealing for Mobility Studies: Generation of GO/NO-GO Maps via Quantum-Assisted Machine Learning
R Serban, M Wilson, M Benedetti, J Realpe-Gómez, A Perdomo-Ortiz, ...
Mandates: US Department of Defense
Training quantum Boltzmann machines with the β-variational quantum eigensolver
O Huijgen, L Coopmans, P Najafi, M Benedetti, HJ Kappen
Machine Learning: Science and Technology 5 (2), 025017, 2024
Mandates: Netherlands Organisation for Scientific Research
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