Quantum Machine Learning

3,957 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 3673-3684 of 3,957

A Quantum Extension of Variational Bayes Inference

Hideyuki Miyahara, Yuki Sughiyama

2017 arXiv arXiv preprint

An Efficient Methodology for Mapping Quantum Circuits to the IBM QX Architectures

Alwin Zulehner, Alexandru Paler, Robert Wille

2017 arXiv arXiv preprint

An efficient quantum algorithm for generative machine learning

Xun Gao, Zhengyu Zhang, Luming Duan

2017 arXiv arXiv preprint

An improved quantum algorithm for ridge regression

Chao-Hua Yu, Fei Gao, Qiao-Yan Wen

2017 arXiv arXiv preprint

Analysis of the Jun Ishiwara's "The universal meaning of the quantum of action"

Karla Pelogia, Carlos Alexandre Brasil

2017 arXiv arXiv preprint

Application of optimal band-limited control protocols to quantum noise sensing.

Frey VM, Mavadia S, Norris LM, de Ferranti W, Lucarelli D, Viola L, Biercuk MJ.

2017 Europe PMC Nat Commun

Basic protocols in quantum reinforcement learning with superconducting circuits.

Lamata L.

2017 Europe PMC Sci Rep

Causal Asymmetry in a Quantum World

Jayne Thompson, Andrew J. P. Garner, John R. Mahoney, James P. Crutchfield, Vlatko Vedral, Mile Gu

2017 arXiv arXiv preprint

Classical Homomorphic Encryption for Quantum Circuits

Urmila Mahadev

2017 arXiv arXiv preprint

Compact Neural Networks based on the Multiscale Entanglement Renormalization Ansatz

Andrew Hallam, Edward Grant, Vid Stojevic, Simone Severini, Andrew G. Green

2017 arXiv arXiv preprint

Continuous-variable quantum Gaussian process regression and quantum singular value decomposition of non-sparse low rank matrices

Siddhartha Das, George Siopsis, Christian Weedbrook

2017 arXiv arXiv preprint

Controlled Alternate Quantum Walks based Quantum Hash Function

Dan Li, Yu-Guang Yang, Jing-Lin Bi, Jia-Bin Yuan, Juan Xu

2017 arXiv arXiv preprint