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Nathan Killoran
Nathan Killoran
Xanadu Quantum Technologies
Verified email at xanadu.ai
Title
Cited by
Cited by
Year
Quantum machine learning in feature hilbert spaces
M Schuld, N Killoran
Physical review letters 122 (4), 040504, 2019
13322019
Evaluating analytic gradients on quantum hardware
M Schuld, V Bergholm, C Gogolin, J Izaac, N Killoran
Physical Review A 99 (3), 032331, 2019
10402019
Pennylane: Automatic differentiation of hybrid quantum-classical computations
V Bergholm, J Izaac, M Schuld, C Gogolin, S Ahmed, V Ajith, MS Alam, ...
arXiv preprint arXiv:1811.04968, 2018
10032018
Quantum circuits with many photons on a programmable nanophotonic chip
JM Arrazola, V Bergholm, K Brádler, TR Bromley, MJ Collins, I Dhand, ...
Nature 591 (7848), 54-60, 2021
5522021
Quantum generative adversarial networks
PL Dallaire-Demers, N Killoran
Physical Review A 98 (1), 012324, 2018
4812018
Quantum natural gradient
J Stokes, J Izaac, N Killoran, G Carleo
Quantum 4, 269, 2020
4672020
Continuous-variable quantum neural networks
N Killoran, TR Bromley, JM Arrazola, M Schuld, N Quesada, S Lloyd
Physical Review Research 1 (3), 033063, 2019
4532019
Strawberry fields: A software platform for photonic quantum computing
N Killoran, J Izaac, N Quesada, V Bergholm, M Amy, C Weedbrook
Quantum 3, 129, 2019
3452019
Quantum embeddings for machine learning
S Lloyd, M Schuld, A Ijaz, J Izaac, N Killoran
arXiv preprint arXiv:2001.03622, 2020
3422020
Transfer learning in hybrid classical-quantum neural networks
A Mari, TR Bromley, J Izaac, M Schuld, N Killoran
Quantum 4, 340, 2020
3032020
Converting non-classicality into entanglement
N Killoran, FES Steinhoff, MB Plenio
Physical Review Letters 116, 080402, 2016
2122016
Generating and designing DNA with deep generative models
N Killoran, LJ Lee, A Delong, D Duvenaud, BJ Frey
arXiv preprint arXiv:1712.06148, 2017
1902017
Extracting entanglement from identical particles
N Killoran, M Cramer, MB Plenio
Physical Review Letters 112, 150501, 2014
1892014
Estimating the gradient and higher-order derivatives on quantum hardware
A Mari, TR Bromley, N Killoran
Physical Review A 103 (1), 012405, 2021
1722021
Is quantum advantage the right goal for quantum machine learning?
M Schuld, N Killoran
Prx Quantum 3 (3), 030101, 2022
1602022
Resource theory of superposition
T Theurer, N Killoran, D Egloff, MB Plenio
Physical review letters 119 (23), 230401, 2017
1522017
Machine learning method for state preparation and gate synthesis on photonic quantum computers
JM Arrazola, TR Bromley, J Izaac, CR Myers, K Brádler, N Killoran
Quantum Science and Technology 4 (2), 024004, 2019
1512019
Applications of near-term photonic quantum computers: software and algorithms
TR Bromley, JM Arrazola, S Jahangiri, J Izaac, N Quesada, AD Gran, ...
Quantum Science and Technology 5 (3), 034010, 2020
1302020
Gaussian boson sampling using threshold detectors
N Quesada, JM Arrazola, N Killoran
Physical Review A 98 (6), 062322, 2018
1242018
Enhancing light-harvesting power with coherent vibrational interactions: A quantum heat engine picture
N Killoran, SF Huelga, MB Plenio
The Journal of Chemical Physics 143, 155102, 2015
1222015
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Articles 1–20