Classification with Quantum Machine Learning: A Survey

22 June 2020

Papers citing "Classification with Quantum Machine Learning: A Survey"

22 / 22 papers shown

Title
Qsco: A Quantum Scoring Module for Open-set Supervised Anomaly Detection Yifeng Peng Xinyi Li Zhiding Liang Ying Wang 44 0 0 25 May 2024
Separable Power of Classical and Quantum Learning Protocols Through the Lens of No-Free-Lunch Theorem Xinbiao Wang Yuxuan Du Kecheng Liu Yong Luo Bo Du Dacheng Tao 32 1 0 12 May 2024
Hybrid Quantum Neural Network in High-dimensional Data Classification Haotian Chen Yen-Jui Chang Shih-Wei Liao Ching-Ray Chang 9 2 0 02 Dec 2023
Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures Michael Kolle Jonas Maurer Philipp Altmann Leo Sünkel Jonas Stein Claudia Linnhoff-Popien 15 2 0 09 Nov 2023
A Post-Training Approach for Mitigating Overfitting in Quantum Convolutional Neural Networks Aakash Ravindra Shinde Charu Jain A. Kalev 27 0 0 04 Sep 2023
MORE: Measurement and Correlation Based Variational Quantum Circuit for Multi-classification Jindi Wu Tianjie Hu Qun Li 16 3 0 21 Jul 2023
A Survey of Quantum-Cognitively Inspired Sentiment Analysis Models Yaochen Liu Qiuchi Li Benyou Wang Yazhou Zhang Dawei Song 23 16 0 06 Jun 2023
SEQUENT: Towards Traceable Quantum Machine Learning using Sequential Quantum Enhanced Training Philipp Altmann Leo Sünkel Jonas Stein Tobias Müller Christoph Roch Claudia Linnhoff-Popien 22 5 0 06 Jan 2023
Reservoir Computing via Quantum Recurrent Neural Networks Samuel Yen-Chi Chen D. Fry Amol Deshmukh V. Rastunkov Charlee Stefanski 21 16 0 04 Nov 2022
An efficient combination strategy for hybird quantum ensemble classifier Xiaoyun Zhang Ming-Ming Wang 21 4 0 13 Oct 2022
Scalable Quantum Neural Networks for Classification Jindi Wu Zeyi Tao Qun Li GNN 22 17 0 04 Aug 2022
Recent Advances for Quantum Neural Networks in Generative Learning Jinkai Tian Xiaoyun Sun Yuxuan Du Shanshan Zhao Qing Liu ... Xingyao Wu Min-hsiu Hsieh Tongliang Liu Wen-Bin Yang Dacheng Tao AI4CE 39 82 0 07 Jun 2022
An Efficient Binary Harris Hawks Optimization based on Quantum SVM for Cancer Classification Tasks E. H. Houssein Z. Abohashima M. Elhoseny W. M. Mohamed 11 8 0 24 Feb 2022
Quantum Distributed Deep Learning Architectures: Models, Discussions, and Applications Yunseok Kwak Won Joon Yun Jae Pyoung Kim Hyunhee Cho Minseok Choi Soyi Jung Joongheon Kim 50 42 0 19 Feb 2022
Quantum Architecture Search via Continual Reinforcement Learning Esther Ye Samuel Yen-Chi Chen 18 27 0 10 Dec 2021
Variational Quantum Reinforcement Learning via Evolutionary Optimization Samuel Yen-Chi Chen Chih-Min Huang Chia-Wei Hsing H. Goan Y. Kao 38 82 0 01 Sep 2021
Quantum Architecture Search via Deep Reinforcement Learning En-Jui Kuo Yao-Lung L. Fang Samuel Yen-Chi Chen AI4CE 21 83 0 15 Apr 2021
Federated Quantum Machine Learning Samuel Yen-Chi Chen Shinjae Yoo FedML AI4CE 19 117 0 22 Mar 2021
Quantum machine learning with differential privacy William Watkins Samuel Yen-Chi Chen Shinjae Yoo 29 47 0 10 Mar 2021
Hybrid quantum convolutional neural networks model for COVID-19 prediction using chest X-Ray images E. H. Houssein Z. Abohashima M. Elhoseny W. M. Mohamed 40 71 0 08 Feb 2021
Hybrid Quantum-Classical Graph Convolutional Network Samuel Yen-Chi Chen T. Wei Chao Zhang Haiwang Yu Shinjae Yoo GNN 18 36 0 15 Jan 2021
Quantum Convolutional Neural Networks for High Energy Physics Data Analysis Samuel Yen-Chi Chen T. Wei Chao Zhang Haiwang Yu Shinjae Yoo 36 104 0 22 Dec 2020