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Vedran Dunjko — most-cited papers & profile · Generative Models
← authors
·
overview
Vedran Dunjko
24
papers ·
45
citations ·
36
h-index
Leiden University · African Studies Centre · University of Applied Sciences Leiden
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Most-cited papers
To quantum or not to quantum: towards algorithm selection in near-term quantum optimization
2020 · 42 citations
Unsupervised strategies for identifying optimal parameters in Quantum Approximate Optimization Algorithm
2022 · 1 citations
Shadows of quantum machine learning
2023 · 1 citations
Enhancing variational quantum state diagonalization using reinforcement learning techniques
2023 · 1 citations
Meta-learning within Projective Simulation
2016
Quantum-enhanced machine learning
2016
Speeding-up the decision making of a learning agent using an ion trap quantum processor
2017
Computational speedups using small quantum devices
2018
Optimizing Quantum Error Correction Codes with Reinforcement Learning
2018
Optimizing Quantum Error Correction Codes with Reinforcement Learning
2018
Quantum enhancements for deep reinforcement learning in large spaces
2019
TensorFlow Quantum: A Software Framework for Quantum Machine Learning
2020
Tabu-driven Quantum Neighborhood Samplers
2020
On solving classes of positive-definite quantum linear systems with quadratically improved runtime in the condition number
2021
Encoding strongly-correlated many-boson wavefunctions on a photonic quantum computer: application to the attractive Bose-Hubbard model
2021
Top co-authors
Alissa Wilms
· 1
Aroosa Ijaz
· 1
Carlos Bravo-Prieto
· 1
Elies Gil-Fuster
· 1
Evert Van Nieuwenburg
· 1
Jens Eisert
· 1
Marie Kempkes
· 1
Topics
Quantum Machine Learning
Quantum Algorithms
Quantum Simulation
Quantum Software
Variational Methods
Model-Based RL
Theory
Value-Based
NISQ
Hardware