$Machine learning \& artificial intelligence in the quantum domain$

Machine learning \& artificial intelligence in the quantum domain

8 September 2017

Papers citing "Machine learning \& artificial intelligence in the quantum domain"

50 / 76 papers shown

Title
Quantum-Inspired Reinforcement Learning in the Presence of Epistemic Ambivalence Alireza Habibi Saeed Ghoorchian S. Maghsudi 68 0 0 06 Mar 2025
Quantum Long Short-Term Memory (QLSTM) vs Classical LSTM in Time Series Forecasting: A Comparative Study in Solar Power Forecasting Saad Zafar Khan Nazeefa Muzammil S. Ghafoor Haibat Khan Syed Mohammad Hassan Zaidi A. Aljohani Imran Aziz AI4TS 16 10 0 25 Oct 2023
A Survey on Quantum Machine Learning: Current Trends, Challenges, Opportunities, and the Road Ahead Kamila Zaman Alberto Marchisio Muhammad Abdullah Hanif Muhammad Shafique 31 25 0 16 Oct 2023
A Quantum States Preparation Method Based on Difference-Driven Reinforcement Learning Wenjie Liu Jing Xu M. U. Khan 13 2 0 29 Sep 2023
Near-Optimal Quantum Coreset Construction Algorithms for Clustering Yecheng Xue Xiaoyu Chen Tongyang Li S. Jiang 11 2 0 05 Jun 2023
Quantum Machine Learning Implementations: Proposals and Experiments L. Lamata 20 11 0 11 Mar 2023
Learning Quantum Processes with Memory -- Quantum Recurrent Neural Networks Dmytro Bondarenko Robert Salzmann Viktoria-S. Schmiesing 29 4 0 19 Jan 2023
Benchmarking simulated and physical quantum processing units using quantum and hybrid algorithms Mohammad Kordzanganeh M. Buchberger Basil Kyriacou Maxim Povolotskii W. Fischer Andrii Kurkin Wilfrid Somogyi Asel Sagingalieva M. Pflitsch A. Melnikov 43 38 0 28 Nov 2022
Expressibility-Enhancing Strategies for Quantum Neural Networks Y. Liao Junpeng Zhan 26 6 0 23 Nov 2022
Quantum Similarity Testing with Convolutional Neural Networks Yadong Wu Yan Zhu Ge Bai Yuexuan Wang G. Chiribella 25 13 0 03 Nov 2022
QuAnt: Quantum Annealing with Learnt Couplings Marcel Seelbach Benkner Maximilian Krahn Edith Tretschk Zorah Lähner Michael Moeller Vladislav Golyanik 31 5 0 13 Oct 2022
Classical surrogates for quantum learning models Franz J. Schreiber Jens Eisert Johannes Jakob Meyer AI4CE 22 48 0 23 Jun 2022
Variational Quantum Compressed Sensing for Joint User and Channel State Acquisition in Grant-Free Device Access Systems Bryan Liu T. Koike-Akino Ye Wang K. Parsons 33 1 0 17 May 2022
A walk through of time series analysis on quantum computers Ammar Daskin 11 5 0 02 May 2022
Quantifying Unknown Quantum Entanglement via a Hybrid Quantum-Classical Machine Learning Framework Xiaodie Lin Zhenyu Chen Zhaohui Wei 17 6 0 25 Apr 2022
Quantum Semi-Supervised Kernel Learning Seyran Saeedi Ali (Aliakbar) Panahi Tom Arodz SSL 19 5 0 22 Apr 2022
Coreset of Hyperspectral Images on Small Quantum Computer Soronzonbold Otgonbaatar Mihai Datcu Begüm Demir 18 5 0 10 Apr 2022
Experimental quantum adversarial learning with programmable superconducting qubits W. Ren Weikang Li Shibo Xu Ke Wang Wenjie Jiang ... Zhen Wang Jacob Biamonte Chao Song D. Deng H. Wang AAML 36 89 0 04 Apr 2022
Policy Gradients using Variational Quantum Circuits André Sequeira L. Santos Luis Soares Barbosa 39 11 0 20 Mar 2022
From Quantum Graph Computing to Quantum Graph Learning: A Survey Yehui Tang Junchi Yan Hancock Edwin GNN 27 9 0 19 Feb 2022
Learning entanglement breakdown as a phase transition by confusion M. A. Gavreev A. S. Mastiukova E. Kiktenko A. Fedorov 24 9 0 01 Feb 2022
EP-PQM: Efficient Parametric Probabilistic Quantum Memory with Fewer Qubits and Gates Mushahid Khan J. Faye U. C. Mendes A. Miranskyy 19 5 0 10 Jan 2022
Quantum Capsule Networks Zidu Liu Pei-Xin Shen Weikang Li L. Duan D. Deng GNN 48 18 0 05 Jan 2022
Using Computational Intelligence for solving the Ornstein-Zernike equation Edwin Bedolla 21 0 0 17 Nov 2021
Generalization in quantum machine learning from few training data Matthias C. Caro Hsin-Yuan Huang M. Cerezo Kunal Sharma A. Sornborger L. Cincio Patrick J. Coles 12 354 0 09 Nov 2021
A scalable and fast artificial neural network syndrome decoder for surface codes S. Gicev Lloyd C. L. Hollenberg M. Usman LRM AI4CE 34 33 0 12 Oct 2021
Quantum adaptive agents with efficient long-term memories T. J. Elliott M. Gu Andrew J. P. Garner Jayne Thompson 30 18 0 24 Aug 2021
Quantum Continual Learning Overcoming Catastrophic Forgetting Wenjie Jiang Zhide Lu D. Deng 32 10 0 05 Aug 2021
Ab-initio experimental violation of Bell inequalities D. Poderini E. Polino G. Rodari Alessia Suprano Rafael Chaves F. Sciarrino 18 11 0 02 Aug 2021
Fock State-enhanced Expressivity of Quantum Machine Learning Models Beng Yee Gan Daniel Leykam D. Angelakis 45 26 0 12 Jul 2021
QFCNN: Quantum Fourier Convolutional Neural Network Feihong Shen Jun Liu 25 5 0 19 Jun 2021
IGO-QNN: Quantum Neural Network Architecture for Inductive Grover Oracularization Areeq I. Hasan GNN 16 1 0 25 May 2021
Neural Error Mitigation of Near-Term Quantum Simulations Elizabeth R. Bennewitz Florian Hopfmueller B. Kulchytskyy Juan Carrasquilla Pooya Ronagh 21 54 0 17 May 2021
Universal Adversarial Examples and Perturbations for Quantum Classifiers Weiyuan Gong D. Deng AAML 32 23 0 15 Feb 2021
Quantum machine learning with adaptive linear optics Ulysse Chabaud D. Markham A. Sohbi 13 21 0 08 Feb 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
Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing Daniela A. Zaidenberg A. Sebastianelli D. Spiller Bertrand Le Saux Silvia Liberata Ullo 14 23 0 26 Jan 2021
Noisy intermediate-scale quantum (NISQ) algorithms Kishor Bharti Alba Cervera-Lierta T. Kyaw Tobias Haug Sumner Alperin-Lea ... Tim Menke Wai-Keong Mok Sukin Sim L. Kwek Alán Aspuru-Guzik 108 390 0 21 Jan 2021
On the statistical complexity of quantum circuits Kaifeng Bu D. E. Koh Lu Li Qingxian Luo Yaobo Zhang 53 43 0 15 Jan 2021
Information-theoretic bounds on quantum advantage in machine learning Hsin-Yuan Huang R. Kueng J. Preskill 74 214 0 07 Jan 2021
Quantum reinforcement learning in continuous action space Shaojun Wu Shan Jin Dingding Wen Donghong Han Xiaoting Wang LRM 46 42 0 19 Dec 2020
Hybrid quantum-classical classifier based on tensor network and variational quantum circuit Samuel Yen-Chi Chen Chih-Min Huang Chia-Wei Hsing Y. Kao 38 49 0 30 Nov 2020
The power of quantum neural networks Amira Abbas David Sutter Christa Zoufal Aurelien Lucchi Alessio Figalli Stefan Woerner 33 726 0 30 Oct 2020
Reinforcement Learning for Many-Body Ground-State Preparation Inspired by Counterdiabatic Driving Jiahao Yao Lin Lin Marin Bukov BDL AI4CE 26 61 0 07 Oct 2020
A rigorous and robust quantum speed-up in supervised machine learning Yunchao Liu Srinivasan Arunachalam K. Temme 36 528 0 05 Oct 2020
Optimal Provable Robustness of Quantum Classification via Quantum Hypothesis Testing Maurice Weber Nana Liu Bo-wen Li Ce Zhang Zhikuan Zhao AAML 37 28 0 21 Sep 2020
Robustness Verification of Quantum Classifiers J. Guan Wang Fang Mingsheng Ying AAML 24 22 0 17 Aug 2020
Quantum exploration algorithms for multi-armed bandits Daochen Wang Xuchen You Tongyang Li Andrew M. Childs 31 27 0 14 Jul 2020
Reformulation of the No-Free-Lunch Theorem for Entangled Data Sets Kunal Sharma M. Cerezo Zoë Holmes L. Cincio A. Sornborger Patrick J. Coles 24 48 0 09 Jul 2020
Symbolic Pregression: Discovering Physical Laws from Distorted Video S. Udrescu Max Tegmark 21 40 0 19 May 2020