Benedetti, Marcello

An initialization strategy for addressing barren plateaus in parametrized quantum circuits

Grant, E., Wossnig, L., Ostaszewski, M., & Benedetti, M. (2019) · Quantum

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 406

A generative modeling approach for benchmarking and training shallow quantum circuits

Benedetti, M., Garcia-Pintos, D., Perdomo, O., Leyton-Ortega, V., Nam, Y., & Perdomo-Ortiz, A. (2019) · npj Quantum Information

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 379

Opportunities and challenges for quantum-assisted machine learning in near-term quantum computers

Perdomo-Ortiz, A., Benedetti, M., Realpe-Gómez, J., & Biswas, R. (2018) · Quantum Science and Technology

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 274

Training of quantum circuits on a hybrid quantum computer

Zhu, D., Linke, N. M., Benedetti, M., Landsman, K. A., Nguyen, N. H., Alderete, C. H., Perdomo-Ortiz, A., Korda, N., Garfoot, A., Brecque, C., et al. (2019) · Science Advances

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 215

Estimation of effective temperatures in quantum annealers for sampling applications: A case study with possible applications in deep learning

Benedetti, M., Realpe-Gómez, J., Biswas, R., & Perdomo-Ortiz, A. (2016) · Physical Review A

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 215

Structure optimization for parameterized quantum circuits

Ostaszewski, M., Grant, E., & Benedetti, M. (2019) · arXiv

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 214

Hardware-efficient variational quantum algorithms for time evolution

Benedetti, M., Fiorentini, M., & Lubasch, M. (2020) · arXiv

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 176

Protecting expressive circuits with a quantum error detection code

Self, C. N., Benedetti, M., & Amaro, D. (2024) · Nature Physics

Quantum Computing Algorithms and ArchitectureQuantum Information and Cryptography

Cited by 31