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Guillaume Verdon — most-cited papers & profile · Quantum Computing
← authors
·
overview
Guillaume Verdon
8
papers ·
437
citations ·
12
h-index
PTC (United States)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
A quantum algorithm to train neural networks using low-depth circuits
2017 · 85 citations
Learning to learn with quantum neural networks via classical neural networks
2019 · 80 citations
A Universal Training Algorithm for Quantum Deep Learning
2018 · 74 citations
Quantum Graph Neural Networks
2019 · 60 citations
Quantum Hamiltonian-Based Models and the Variational Quantum Thermalizer Algorithm
2019 · 59 citations
A semi-agnostic ansatz with variable structure for quantum machine learning
2021 · 33 citations
A Quantum Approximate Optimization Algorithm for continuous problems
2019 · 13 citations
Top co-authors
Michael Broughton
· 3
Jack Hidary
· 2
Stefan Leichenauer
· 2
and Nathan Killoran
· 1
Enxhell Luzhnica
· 1
Hartmut Neven
· 1
Jacob Biamonte
· 1
Jacob Marks
· 1
Jarrod R. McClean
· 1
Jason Pye
· 1
Juan Miguel Arrazola
· 1
Kamil Br\'adler
· 1
Topics
Quantum Algorithms
Quantum Machine Learning
Quantum Simulation
Variational Methods
quant-ph
Quantum Software
cond-mat.dis-nn
NISQ
Quantum Cryptography
Theory