Marcello Benedetti
Marcello Benedetti
Verified email at ucl.ac.uk
Title
Cited by
Cited by
Year
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
1232016
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
87*2017
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
652018
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
44*2019
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
432018
Hierarchical quantum classifiers
E Grant, M Benedetti, S Cao, A Hallam, J Lockhart, V Stojevic, AG Green, ...
npj Quantum Information 4 (1), 65, 2018
27*2018
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
262019
Parameterized quantum circuits as machine learning models
M Benedetti, E Lloyd, S Sack, M Fiorentini
Quantum Science and Technology 4 (4), 043001, 2019
212019
Adversarial quantum circuit learning for pure state approximation
M Benedetti, E Grant, L Wossnig, S Severini
New Journal of Physics 21 (4), 043023, 2019
212019
An initialization strategy for addressing barren plateaus in parametrized quantum circuits
E Grant, L Wossnig, M Ostaszewski, M Benedetti
Quantum 3, 214, 2019
172019
Quantum circuit structure learning
M Ostaszewski, E Grant, M Benedetti
arXiv preprint arXiv:1905.09692, 2019
92019
Erratum: Parameterized quantum circuits as machine learning models (2019 Quant. Sci. Tech. 4 043001)
M Benedetti, E Lloyd, S Sack, M Fiorentini
Quantum Science and Technology 5 (1), 019601, 2019
2019
Quantum-classical generative models for machine learning
M Benedetti
UCL (University College London), 2019
2019
Tracing the Paths Between Concepts in Large Bio-medical Corpora
Z Alaverdyan, M Benedetti, F Rabearison, N Pathirana, CG Chiru, ...
2015 20th International Conference on Control Systems and Computer Science …, 2015
2015
QUANTUM ANNEALING FOR MOBILITY STUDIES: GO/NO-GO MAPS VIA QUANTUM-ASSISTED MACHINE LEARNING
R Serban, M Wilson, M Benedetti, J Realpe-Gómez, A Perdomo-Ortiz, ...
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Articles 1–15