Hybrid quantum-classical classifier based on tensor network and variational quantum circuit

30 November 2020

Papers citing "Hybrid quantum-classical classifier based on tensor network and variational quantum circuit"

24 / 24 papers shown

Title
A Quantum-Classical Collaborative Training Architecture Based on Quantum State Fidelity Ryan LÁbbate Anthony DÓnofrio S. Stein Samuel Yen-Chi Chen Ang Li Pin-Yu Chen Juntao Chen Y. Mao 28 9 0 23 Feb 2024
Quantum Transfer Learning for Acceptability Judgements Giuseppe Buonaiuto Raffaele Guarasci Aniello Minutolo G. De Pietro M. Esposito 29 7 0 15 Jan 2024
VIOLET: Visual Analytics for Explainable Quantum Neural Networks Shaolun Ruan Zhiding Liang Qian-Guo Guan Paul Griffin Xiaolin Wen Yanna Lin Yong Wang 42 1 0 23 Dec 2023
Federated Quantum Long Short-term Memory (FedQLSTM) Mahdi Chehimi Samuel Yen-Chi Chen Walid Saad Shinjae Yoo FedML 29 16 0 21 Dec 2023
Tensor networks for interpretable and efficient quantum-inspired machine learning Shirli Ran Gang Su 42 7 0 19 Nov 2023
Quantum Machine Learning in the Cognitive Domain: Alzheimer's Disease Study Emine Akpinar 12 3 0 15 Sep 2023
Machine learning with tree tensor networks, CP rank constraints, and tensor dropout Hao Chen T. Barthel 42 7 0 30 May 2023
Simulation of a Variational Quantum Perceptron using Grover's Algorithm Nouhaila Innan Mohamed Bennai 17 7 0 18 May 2023
BCQQ: Batch-Constraint Quantum Q-Learning with Cyclic Data Re-uploading Maniraman Periyasamy Marc Hölle Marco Wiedmann Daniel D. Scherer Axel Plinge Christopher Mutschler OffRL 36 6 0 27 Apr 2023
Quantum Phase Recognition using Quantum Tensor Networks Shweta Sahoo Utkarsh Azad Harjinder Singh 16 4 0 12 Dec 2022
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
A preprocessing perspective for quantum machine learning classification advantage using NISQ algorithms Javier Mancilla Christophe Pere VLM 20 17 0 28 Aug 2022
Scalable Quantum Neural Networks for Classification Jindi Wu Zeyi Tao Qun Li GNN 22 17 0 04 Aug 2022
Compositional optimization of quantum circuits for quantum kernels of support vector machines E. Torabian R. Krems 11 10 0 25 Mar 2022
Classical versus Quantum: comparing Tensor Network-based Quantum Circuits on LHC data Jack Y. Araz M. Spannowsky 28 14 0 21 Feb 2022
A Hybrid Quantum-Classical Neural Network Architecture for Binary Classification Davis Arthur Prasanna Date 14 29 0 05 Jan 2022
QTN-VQC: An End-to-End Learning framework for Quantum Neural Networks Jun Qi Chao-Han Huck Yang Pin-Yu Chen 29 44 0 06 Oct 2021
Recent advances for quantum classifiers Weikang Li D. Deng AAML 25 84 0 30 Aug 2021
Quantum Architecture Search via Deep Reinforcement Learning En-Jui Kuo Yao-Lung L. Fang Samuel Yen-Chi Chen AI4CE 13 83 0 15 Apr 2021
Federated Quantum Machine Learning Samuel Yen-Chi Chen Shinjae Yoo FedML AI4CE 13 115 0 22 Mar 2021
Quantum machine learning with differential privacy William Watkins Samuel Yen-Chi Chen Shinjae Yoo 21 47 0 10 Mar 2021
An end-to-end trainable hybrid classical-quantum classifier Samuel Yen-Chi Chen Chih-Min Huang Chia-Wei Hsing Y. Kao 11 69 0 04 Feb 2021
Hybrid Quantum-Classical Graph Convolutional Network Samuel Yen-Chi Chen T. Wei Chao Zhang Haiwang Yu Shinjae Yoo GNN 10 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 14 102 0 22 Dec 2020