Killoran, Nathan

Quantum Machine Learning in Feature Hilbert Spaces

Schuld, M., & Killoran, N. (2019) · Physical Review Letters

Quantum Computing Algorithms and ArchitectureQuantum Information and Cryptography

Cited by 1,840

Evaluating analytic gradients on quantum hardware

Schuld, M., Bergholm, V., Gogolin, C., Izaac, J., & Killoran, N. (2019) · Physical Review A

Quantum Computing Algorithms and ArchitectureQuantum Information and Cryptography

Cited by 1,072

PennyLane: Automatic differentiation of hybrid quantum-classical computations

Bergholm, V., Izaac, J., Schuld, M., Gogolin, C., Ahmed, S., Ajith, V., Alam, M. S., Alonso-Linaje, G., AkashNarayanan, B., Asadi, A., et al. (2018) · arXiv

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 732

Quantum generative adversarial networks

Dallaire-Demers, P.-L., & Killoran, N. (2018) · Physical Review A

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 506

Quantum Natural Gradient

Stokes, J., Izaac, J., Killoran, N., & Carleo, G. (2020) · Quantum

Quantum Computing Algorithms and ArchitectureQuantum Mechanics and Applications

Cited by 473

Transfer learning in hybrid classical-quantum neural networks

Mari, A., Bromley, T. R., Izaac, J., Schuld, M., & Killoran, N. (2020) · Quantum

Quantum Computing Algorithms and ArchitectureQuantum Information and Cryptography

Cited by 435

Quantum embeddings for machine learning

Lloyd, S., Schuld, M., Ijaz, A., Izaac, J., & Killoran, N. (2020) · arXiv

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 198

Estimating the gradient and higher-order derivatives on quantum hardware

Mari, A., Bromley, T. R., & Killoran, N. (2021) · Physical Review A

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 159

Gaussian boson sampling using threshold detectors

Quesada, N., Arrazola, J. M., & Killoran, N. (2018) · Physical Review A

Quantum Computing Algorithms and ArchitectureQuantum Information and Cryptography

Cited by 120

Enhancing light-harvesting power with coherent vibrational interactions: A quantum heat engine picture

Killoran, N., Huelga, S. F., & Plenio, M. B. (2015) · The Journal of Chemical Physics

Advanced Thermodynamics and Statistical MechanicsSpectroscopy and Quantum Chemical Studies

Cited by 94