March 15, 2022.
Webinar:
Presenting Three New Quantum Machine Learning Algorithms
March 15, 2022.
QC Ware Webinar
QC Ware Webinar
Register now
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Machine Learning
September 2021
Machine Learning
Short Quantum Circuits in Reinforcement Learning Policies for the Vehicle Routing Problem
Arxiv
arXiv
September 2021
Machine Learning
Medical image classification via quantum neural networks
Arxiv
arXiv
August 2021
Machine Learning
Nearest Centroid Classification on a Trapped Ion Quantum Computer
Nature
arXiv
April 2021
Machine Learning
Quantum Spectral Clustering
Physical Review A
arXiv
April 2021
Machine Learning
Quantum algorithms for Second-Order Cone Programming and Support Vector Machines
Quantum
arXiv
June 2022
Machine Learning
Low depth algorithms for quantum amplitude estimation
Quantum
arXiv
November 2020
Machine Learning
Optimization
Prospects and challenges of quantum finance
Arxiv
arXiv
June 2020
Machine Learning
Quantum classification of the MNIST dataset via Slow Feature Analysis
Physical Review A
arXiv
April 2020
Machine Learning
Quantum Algorithms for Deep Convolutional Neural Networks
International Conference on Learning Representations
arXiv
July 2020
Machine Learning
Quantum Expectation-Maximization for Gaussian Mixture Models
International Conference on Machine Learning [ICML]
arXiv
February 2020
Machine Learning
Quantum gradient descent for linear systems and least squares
Physical Review A
arXiv
December 2019
Machine Learning
q-means: A quantum algorithm for unsupervised machine learning
Neural Information Processing Systems
arXiv
September 2021
Machine Learning
Improving quantum linear system solvers via a gradient descent perspective
arXiv
arXiv
June 2021
Machine Learning
Classical and Quantum Algorithms for Orthogonal Neural Networks
arXiv
arXiv
February 2021
Machine Learning
Experimental demonstration of quantum advantage for NP verification with limited information
Nature Communications
arXiv
September 2016
Machine Learning
Quantum Recommendation Systems
arXiv
arXiv
January 2022
Machine Learning
Quantum machine learning with subspace states
arXiv
arXiv
March 2022
Machine Learning
Quantum Reinforcement Learning via Policy Iteration
arXiv
arXiv
September 2022
Machine Learning
Quantum Vision Transformers
arXiv
arXiv
December 2022
Machine Learning
Quantum Methods for Neural Networks and Application to Medical Image Classification
Quantum
arXiv
March 2023
Machine Learning
A quantum spectral method for simulating stochastic processes, with applications to Monte Carlo
arXiv
March 2023
Machine Learning
Quantum Deep Hedging
arXiv
March 2023
Machine Learning
Improved clinical data imputation via classical and quantum determinantal point processes
arXiv
May 2023
Machine Learning
Improved Financial Forecasting via Quantum Machine Learning
arXiv
June 2023
Machine Learning
Quantum Fourier Networks for Solving Parametric PDEs
Quantum Science & Technology
arXiv
