Quantum Machine Learning

237 papers for year 2020

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.

Source: All sources

All sources 237 arXiv preprints 196 Crossref 22 Europe PMC 12 DOAJ 7

Clear

Showing 61-72 of 237

Entanglement Structure Detection via Machine Learning

Changbo Chen, Changliang Ren, Hongqing Lin, He Lu

2020 arXiv arXiv preprint

Estimating the degree of non-Markovianity using machine learning

Felipe F. Fanchini, Göktuğ Karpat, Daniel Z. Rossatto, Ariel Norambuena, Raúl Coto

2020 arXiv arXiv preprint

Experimental Characterization of Unsharp Qubit Observables and Sequential Measurement Incompatibility via Quantum Random Access Codes.

Anwer H, Muhammad S, Cherifi W, Miklin N, Tavakoli A, Bourennane M.

2020 Europe PMC Phys Rev Lett

Experimental Quantum Generative Adversarial Networks for Image Generation

He-Liang Huang, Yuxuan Du, Ming Gong, Youwei Zhao, Yulin Wu, Chaoyue Wang, Shaowei Li, Futian Liang, Jin Lin, Yu Xu, Rui Yang, Tongliang Liu, Min-Hsiu Hsieh, Hui Deng, Hao Rong, Cheng-Zhi Peng, Chao-Yang Lu, Yu-Ao Chen, Dacheng Tao, Xiaobo Zhu, Jian-Wei Pan

2020 arXiv arXiv preprint

Experiments on quantum causality

K. Goswami, J. Romero

2020 arXiv arXiv preprint

Exploiting GPU-based Parallelism for Quantum Computer Simulation: A Survey

Sengthai Heng, Taekyung Kim, Youngsun Han

2020 Crossref IEIE Transactions on Smart Processing & Computing

Expressibility and trainability of parametrized analog quantum systems for machine learning applications

Jirawat Tangpanitanon, Supanut Thanasilp, Ninnat Dangniam, Marc-Antoine Lemonde, Dimitris G. Angelakis

2020 DOAJ Physical Review Research

Extending C++ for Heterogeneous Quantum-Classical Computing

Thien Nguyen, Anthony Santana, Tyler Kharazi, Daniel Claudino, Hal Finkel, Alexander McCaskey

2020 arXiv arXiv preprint

Fast Black-Box Quantum State Preparation

Johannes Bausch

2020 arXiv arXiv preprint

Feasibility Assessments Using Unmanned Aerial Vehicle Technology in Heritage Buildings: Rehabilitation-Restoration, Spatial Analysis and Tourism Potential Analysis

Paul Sestras, Sanda Roșca, Ștefan Bilașco, Sanda Naș, Stefan M. Buru, Leontina Kovacs, Velibor Spalević, Adriana F. Sestras

2020 DOAJ Sensors

Finding the optimal Nash equilibrium in a discrete Rosenthal congestion game using the Quantum Alternating Operator Ansatz

Mark Hodson, Brendan Ruck, Hugh Ong, Stefan Dulman, David Garvin

2020 arXiv arXiv preprint

From pulses to circuits and back again: A quantum optimal control perspective on variational quantum algorithms

Alicia B. Magann, Christian Arenz, Matthew D. Grace, Tak-San Ho, Robert L. Kosut, Jarrod R. McClean, Herschel A. Rabitz, Mohan Sarovar

2020 arXiv arXiv preprint

← Previous

1 ... 4 5 6 7 8 ... 20