Dunjko, Vedran

Quantum-Enhanced Machine Learning

Dunjko, V., Taylor, J. M., & Briegel, H. J. (2016) · Physical Review Letters

Quantum Computing Algorithms and ArchitectureQuantum Information and Cryptography

Cited by 460

TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Broughton, M., Verdon, G., McCourt, T., Martinez, A. J., Yoo, J. H., Isakov, S. V., Massey, P., Halavati, R., Niu, M. Y., Zlokapa, A., et al. (2020) · arXiv

Quantum Computing Algorithms and ArchitectureParallel Computing and Optimization Techniques

Cited by 308

Challenges and opportunities in quantum optimization

Abbas, A., Ambainis, A., Augustino, B., Bärtschi, A., Buhrman, H., Coffrin, C., Cortiana, G., Dunjko, V., Egger, D. J., Elmegreen, B. G., et al. (2024) · Nature Reviews Physics

Quantum Computing Algorithms and ArchitectureMetaheuristic Optimization Algorithms Research

Cited by 201

Quantum Speedup for Active Learning Agents

Paparo, G. D., Dunjko, V., Makmal, A., Martin-Delgado, M. A., & Briegel, H. J. (2014) · Physical Review X

Quantum Computing Algorithms and ArchitectureQuantum Information and Cryptography

Cited by 192

Advances in quantum reinforcement learning

Dunjko, V., Taylor, J. M., & Briegel, H. J. (2017) · 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Quantum Computing Algorithms and ArchitectureQuantum Information and Cryptography

Cited by 81

Quantum enhancements for deep reinforcement learning in large spaces

Jerbi, S., Trenkwalder, L. M., Nautrup, H. P., Briegel, H. J., & Dunjko, V. (2019) · arXiv

Quantum Computing Algorithms and ArchitectureReinforcement Learning in Robotics

Cited by 69

Phylostratigraphic profiles reveal a deep evolutionary history of the vertebrate head sensory systems

Šestak, M. S., Božičević, V., Bakarić, R., Dunjko, V., & Domazet-Lošo, T. (2013) · Frontiers in Zoology

Developmental Biology and Gene RegulationMarine Invertebrate Physiology and Ecology

Cited by 42

Neural network operations and Susuki–Trotter evolution of neural network states

Freitas, N., Morigi, G., & Dunjko, V. (2018) · International Journal of Quantum Information

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 17

Parameterized quantum circuits as universal generative models for continuous multivariate distributions

Barthe, A., Grossi, M., Vallecorsa, S., Tura, J., & Dunjko, V. (2025) · npj Quantum Information

Quantum Computing Algorithms and ArchitectureQuantum Information and Cryptography

Cited by 11

Improved separation between quantum and classical computers for sampling and functional tasks

Marshall, S. C., Aaronson, S., & Dunjko, V. (2024) · arXiv

Quantum Computing Algorithms and ArchitectureComplexity and Algorithms in Graphs

Cited by 0