Awesome Quantum Computing
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Marcello Benedetti — most-cited papers & profile · Quantum Computing
← authors
·
overview
Marcello Benedetti
15
papers ·
1690
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Parameterized quantum circuits as machine learning models
2019 · 1023 citations
An initialization strategy for addressing barren plateaus in parametrized quantum circuits
2019 · 368 citations
Hierarchical quantum classifiers
2018 · 299 citations
Probabilistic quantum algorithm for Lyapunov equations and matrix inversion
2025
A Probabilistic Quantum Algorithm For Lyapunov Equations And Matrix Inversion
2025
End-to-End Quantum Algorithms for the Jones Polynomial
2025
Quantum-Assisted Learning of Hardware-Embedded Probabilistic Graphical Models
2016
Opportunities and challenges for quantum-assisted machine learning in near-term quantum computers
2017
Quantum-assisted Helmholtz machines: A quantum-classical deep learning framework for industrial datasets in near-term devices
2017
A generative modeling approach for benchmarking and training shallow quantum circuits
2018
Adversarial quantum circuit learning for pure state approximation
2018
Structure optimization for parameterized quantum circuits
2019
Hardware-efficient variational quantum algorithms for time evolution
2020
Variational inference with a quantum computer
2021
Filtering variational quantum algorithms for combinatorial optimization
2021
Top co-authors
Alejandro Perdomo-Ortiz
· 4
Edward Grant
· 4
Matthias Rosenkranz
· 4
Mattia Fiorentini
· 4
John Realpe-G\'omez
· 3
Michael Lubasch
· 3
Ansis Rosmanis
· 2
Leonard Wossnig
· 2
Mateusz Ostaszewski
· 2
Rupak Biswas
· 2
Simone Severini
· 2
Andrew G. Green
· 1
Topics
Quantum Algorithms
NISQ
Quantum Software
Quantum Machine Learning
Variational Methods
Quantum Simulation
Hardware
Theory
Error Correction
Survey Paper