Quantum Machine Learning

248 papers for year 2022

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All sources 248 arXiv preprints 186 Crossref 34 Europe PMC 16 PubMed 5 DOAJ 7

Showing 73-84 of 248

Expressibility-Enhancing Strategies for Quantum Neural Networks

Yalin Liao, Junpeng Zhan

2022 arXiv arXiv preprint

Expressive Quantum Perceptrons for Quantum Neuromorphic Computing

Rodrigo Araiza Bravo, Khadijeh Najafi, Taylor L. Patti, Xun Gao, Susanne F. Yelin

2022 arXiv arXiv preprint

Extracting Wilson loop operators and fractional statistics from a single bulk ground state

Ze-Pei Cian, Mohammad Hafezi, Maissam Barkeshli

2022 arXiv arXiv preprint

Faster Quantum State Decomposition with Tucker Tensor Approximation

Protasov S, Lisnichenko M.

2022 Europe PMC Europe PMC

Faster Stochastic First-Order Method for Maximum-Likelihood Quantum State Tomography

Chung-En Tsai, Hao-Chung Cheng, Yen-Huan Li

2022 arXiv arXiv preprint

Feature Selection for Classification with QAOA

Gloria Turati, Maurizio Ferrari Dacrema, Paolo Cremonesi

2022 arXiv arXiv preprint

Fitting a Collider in a Quantum Computer: Tackling the Challenges of Quantum Machine Learning for Big Datasets

Miguel Caçador Peixoto, Nuno Filipe Castro, Miguel Crispim Romão, Maria Gabriela Jordão Oliveira, Inês Ochoa

2022 arXiv arXiv preprint

Fourier-Flow model generating Feynman paths

Shile Chen, Oleh Savchuk, Shiqi Zheng, Baoyi Chen, Horst Stoecker, Lingxiao Wang, Kai Zhou

2022 arXiv arXiv preprint

From point processes to quantum optics and back

Rémi Bardenet, Alexandre Feller, Jérémie Bouttier, Pascal Degiovanni, Adrien Hardy, Adam Rançon, Benjamin Roussel, Grégory Schehr, Christoph I. Westbrook

2022 arXiv arXiv preprint

Fully and partially distributed Quantum Generalized Benders Decomposition for Unit Commitment Problems

Fang Gao, Dejian Huang, Ziwei Zhao, Wei Dai, Mingyu Yang, Qing Gao, Yu Pan

2022 arXiv arXiv preprint

Functional Simulation of Real-Time Quantum Control Software

Leon Riesebos, Kenneth R. Brown

2022 arXiv arXiv preprint

FV-Train: Quantum Convolutional Neural Network Training with a Finite Number of Qubits by Extracting Diverse Features

Hankyul Baek, Won Joon Yun, Joongheon Kim

2022 arXiv arXiv preprint
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