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• Is quantum advantage the right goal for quantum machine learning?
  2022 · 199 citations
• Quantum computing with differentiable quantum transforms
  2022 · 1 citations
• Quantum walks on graphs representing the firing patterns of a quantum neural network
  2014
• Simulating a perceptron on a quantum computer
  2014
• Prediction by linear regression on a quantum computer
  2016
• Implementing a distance-based classifier with a quantum interference circuit
  2017
• Quantum machine learning in feature Hilbert spaces
  2018
• Circuit-centric quantum classifiers
  2018
• Continuous-variable quantum neural networks
  2018
• Evaluating analytic gradients on quantum hardware
  2018
• A quantum hardware-induced graph kernel based on Gaussian Boson Sampling
  2019
• Applications of Near-Term Photonic Quantum Computers: Software and Algorithms
  2019
• Transfer learning in hybrid classical-quantum neural networks
  2019
• Quantum Machine Learning in High Energy Physics
  2020
• The effect of data encoding on the expressive power of variational quantum machine learning models
  2020