Machine Learning

September 2021
Short Quantum Circuits in Reinforcement Learning Policies for the Vehicle Routing Problem
September 2021
Medical image classification via quantum neural networks
August 2021
Nearest Centroid Classification on a Trapped Ion Quantum Computer
Quantum Spectral Clustering
Quantum algorithms for Second-Order Cone Programming and Support Vector Machines
Prospects and challenges of quantum finance
Quantum classification of the MNIST dataset via Slow Feature Analysis
Quantum Algorithms for Deep Convolutional Neural Networks
Quantum Expectation-Maximization for Gaussian Mixture Models
February 2020
Quantum gradient descent for linear systems and least squares
December 2019
q-means: A quantum algorithm for unsupervised machine learning
December 2018
Quantum algorithms for feedforward neural networks