Maria Schuld
Maria Schuld
Senior researcher at Xanadu and Part-Time Researcher at the University of KwaZulu-Natal
Verified email at ukzn.ac.za
Title
Cited by
Cited by
Year
An introduction to quantum machine learning
M Schuld, I Sinayskiy, F Petruccione
Contemporary Physics 56 (2), 172-185, 2015
4072015
Machine learning and the physical sciences
G Carleo, I Cirac, K Cranmer, L Daudet, M Schuld, N Tishby, ...
Reviews of Modern Physics 91 (4), 045002, 2019
3902019
The quest for a quantum neural network
M Schuld, I Sinayskiy, F Petruccione
Quantum Information Processing 13 (11), 2567-2586, 2014
2552014
Quantum machine learning in feature Hilbert spaces
M Schuld, N Killoran
Physical review letters 122 (4), 040504, 2019
2482019
Circuit-centric quantum classifiers
M Schuld, A Bocharov, KM Svore, N Wiebe
Physical Review A 101 (3), 032308, 2020
1632020
Evaluating analytic gradients on quantum hardware
M Schuld, V Bergholm, C Gogolin, J Izaac, N Killoran
Physical Review A 99 (3), 032331, 2019
1492019
Prediction by linear regression on a quantum computer
M Schuld, I Sinayskiy, F Petruccione
Physical Review A 94 (2), 022342, 2016
1272016
Implementing a distance-based classifier with a quantum interference circuit
M Schuld, M Fingerhuth, F Petruccione
EPL (Europhysics Letters) 119 (6), 60002, 2017
1192017
Supervised learning with quantum computers
M Schuld
Springer, 2018
1172018
Continuous-variable quantum neural networks
N Killoran, TR Bromley, JM Arrazola, M Schuld, N Quesada, S Lloyd
Physical Review Research 1 (3), 033063, 2019
1152019
Simulating a perceptron on a quantum computer
M Schuld, I Sinayskiy, F Petruccione
Physics Letters A 379 (7), 660-663, 2015
812015
Pennylane: Automatic differentiation of hybrid quantum-classical computations
V Bergholm, J Izaac, M Schuld, C Gogolin, MS Alam, S Ahmed, ...
arXiv preprint arXiv:1811.04968, 2018
762018
Quantum gradient descent and Newton’s method for constrained polynomial optimization
P Rebentrost, M Schuld, L Wossnig, F Petruccione, S Lloyd
New Journal of Physics 21 (7), 073023, 2019
672019
The future of quantum biology
A Marais, B Adams, AK Ringsmuth, M Ferretti, JM Gruber, R Hendrikx, ...
Journal of the Royal Society Interface 15 (148), 20180640, 2018
552018
Quantum computing for pattern classification
M Schuld, I Sinayskiy, F Petruccione
Pacific Rim International Conference on Artificial Intelligence, 208-220, 2014
452014
Quantum walks on graphs representing the firing patterns of a quantum neural network
M Schuld, I Sinayskiy, F Petruccione
Physical Review A 89 (3), 032333, 2014
392014
Stochastic gradient descent for hybrid quantum-classical optimization
R Sweke, F Wilde, J Meyer, M Schuld, PK Fährmann, ...
Quantum 4, 314, 2020
362020
Quantum embeddings for machine learning
S Lloyd, M Schuld, A Ijaz, J Izaac, N Killoran
arXiv preprint arXiv:2001.03622, 2020
322020
The Prevalence of Violence in Post-Conflict Societies: A Case Study of Kwazulu-Natal, South Africa
M Schuld
Journal of Peacebuilding & Development 9 (1), 60-73, 2013
252013
Quantum ensembles of quantum classifiers
M Schuld, F Petruccione
Scientific reports 8 (1), 1-12, 2018
242018
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