papers
Publications (9)
quant-ph2014
Simulating a perceptron on a quantum computer
Maria Schuld, Ilya Sinayskiy, Francesco Petruccione
quant-ph2018
Evaluating analytic gradients on quantum hardware
Maria Schuld, Ville Bergholm, Christian Gogolin +2
quant-ph2018
Quantum machine learning in feature Hilbert spaces
Maria Schuld, Nathan Killoran
quant-ph2014
Quantum computing for pattern classification
Maria Schuld, Ilya Sinayskiy, Francesco Petruccione
quant-ph2017
Quantum ensembles of quantum classifiers
Maria Schuld, Francesco Petruccione
quant-ph2016
Prediction by linear regression on a quantum computer
Maria Schuld, Ilya Sinayskiy, Francesco Petruccione
quant-ph2017
Implementing a distance-based classifier with a quantum interference circuit
Maria Schuld, Mark Fingerhuth, Francesco Petruccione
quant-ph2018
Quantum gradient descent and Newton's method for constrained polynomial optimization
Patrick Rebentrost, Maria Schuld, Leonard Wossnig +2
quant-ph2014
Quantum walks on graphs representing the firing patterns of a quantum neural network
Maria Schuld, Ilya Sinayskiy, Francesco Petruccione