Quantum Machine Learning

3,901 papers

Quantum Machine Learning Research Context

This category covers quantum machine learning research, including quantum kernels, variational classifiers, hybrid learning systems, generative models, and QML benchmarks.

Showing 3217-3228 of 3,901

Bilinear dynamic mode decomposition for quantum control

Andy Goldschmidt, Eurika Kaiser, Jonathan L. Dubois, Steven L. Brunton, J. Nathan Kutz

2020 arXiv arXiv preprint

Bootstrapping quantum process tomography via a perturbative ansatz.

Govia LCG, Ribeill GJ, Ristè D, Ware M, Krovi H.

2020 Europe PMC Nat Commun

Chaos and Complexity from Quantum Neural Network: A study with Diffusion Metric in Machine Learning

Sayantan Choudhury, Ankan Dutta, Debisree Ray

2020 arXiv arXiv preprint

Characterizing the loss landscape of variational quantum circuits

Patrick Huembeli, Alexandre Dauphin

2020 arXiv arXiv preprint

Circuit-based quantum random access memory for classical data with continuous amplitudes

Tiago M. L. de Veras, Ismael C. S. de Araujo, Daniel K. Park, Adenilton J. da Silva

2020 arXiv arXiv preprint

Classical and quantum random-walk centrality measures in multilayer networks

Lucas Böttcher, Mason A. Porter

2020 arXiv arXiv preprint

Classical symmetries and the Quantum Approximate Optimization Algorithm

Ruslan Shaydulin, Stuart Hadfield, Tad Hogg, Ilya Safro

2020 arXiv arXiv preprint

Comment on 'Semi-Quantum Private Comparison Based on Bell States'

You-Lin Chen, Yu-Chin Lu, Zhong-Xuan Lin, Tzonelih Hwang

2020 arXiv arXiv preprint

Comparative study of variational quantum circuit and quantum backpropagation multilayer perceptron for COVID-19 outbreak predictions

Pranav Kairon, Siddhartha Bhattacharyya

2020 arXiv arXiv preprint

Compiling quantamorphisms for the IBM Q Experience

Ana Neri, Rui Soares Barbosa, José N. Oliveira

2020 arXiv arXiv preprint

Complex Paths Around The Sign Problem

Andrei Alexandru, Gokce Basar, Paulo F. Bedaque, Neill C. Warrington

2020 arXiv arXiv preprint

Constant-round Blind Classical Verification of Quantum Sampling

Kai-Min Chung, Yi Lee, Han-Hsuan Lin, Xiaodi Wu

2020 arXiv arXiv preprint