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Vedran Dunjko — most-cited papers & profile · AI for Science
← authors
·
overview
Vedran Dunjko
20
papers ·
60
citations ·
35
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
Characterizing Trainability Of Instantaneous Quantum Polynomial Circuit Born Machines
2026
Minimum-cost quantum measurements for quantum information
2013
Meta-learning within Projective Simulation
2016
Speeding-up the decision making of a learning agent using an ion trap quantum processor
2017
Optimizing Quantum Error Correction Codes with Reinforcement Learning
2018
Optimizing Quantum Error Correction Codes with Reinforcement Learning
2018
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
Hyperparameter Importance of Quantum Neural Networks Across Small Datasets
2022
Topics
Quantum Machine Learning
Quantum Simulation
Quantum Software
Quantum Algorithms
Variational Methods
Theory
NISQ
Model-Based RL
Value-Based
Hardware