q-means: A quantum algorithm for unsupervised machine learning

10 December 2018

Papers citing "q-means: A quantum algorithm for unsupervised machine learning"

23 / 23 papers shown

Title
Evaluating the Potential of Quantum Machine Learning in Cybersecurity: A Case-Study on PCA-based Intrusion Detection Systems Armando Bellante Tommaso Fioravanti Michele Carminati S. Zanero Alessandro Luongo 54 0 0 16 Feb 2025
Des-q: a quantum algorithm to provably speedup retraining of decision trees Niraj Kumar Romina Yalovetzky Changhao Li Pierre Minssen Marco Pistoia 53 4 0 03 Jan 2025
Quantum Speedup for Spectral Approximation of Kronecker Products Yeqi Gao Zhao Song Ruizhe Zhang 29 3 0 10 Feb 2024
A Novel Image Classification Framework Based on Variational Quantum Algorithms Yixiong Chen 32 3 0 13 Dec 2023
A Quantum Approximation Scheme for k-Means Ragesh Jaiswal 15 4 0 16 Aug 2023
Challenges and Opportunities in Quantum Machine Learning M. Cerezo Guillaume Verdon Hsin-Yuan Huang L. Cincio Patrick J. Coles VLM 24 406 0 16 Mar 2023
Spacetime-Efficient Low-Depth Quantum State Preparation with Applications Kaiwen Gui A. Dalzell Alessandro Achille Martin Suchara Frederic T. Chong 35 17 0 03 Mar 2023
Multi-Armed Bandits and Quantum Channel Oracles Simon Buchholz Jonas M. Kubler Bernhard Schölkopf 21 1 0 20 Jan 2023
Theoretical Guarantees for Permutation-Equivariant Quantum Neural Networks Louis Schatzki Martín Larocca Quynh T. Nguyen F. Sauvage M. Cerezo 44 85 0 18 Oct 2022
Theory for Equivariant Quantum Neural Networks Quynh T. Nguyen Louis Schatzki Paolo Braccia Michael Ragone Patrick J. Coles F. Sauvage Martín Larocca M. Cerezo 45 89 0 16 Oct 2022
Quantum Vision Transformers El Amine Cherrat Iordanis Kerenidis Natansh Mathur Jonas Landman M. Strahm Yun. Y Li ViT 39 55 0 16 Sep 2022
Differential Privacy Amplification in Quantum and Quantum-inspired Algorithms Armando Angrisani Mina Doosti E. Kashefi 24 12 0 07 Mar 2022
Study of Feature Importance for Quantum Machine Learning Models Aaron Baughman Kavitha Yogaraj Rajat Hebbar S. Ghosh R. Haq Yoshika Chhabra 16 12 0 18 Feb 2022
Optimizing Quantum Variational Circuits with Deep Reinforcement Learning Owen Lockwood 22 9 0 07 Sep 2021
A Leap among Quantum Computing and Quantum Neural Networks: A Survey F. V. Massoli Lucia Vadicamo Giuseppe Amato Fabrizio Falchi 27 32 0 06 Jul 2021
Quantum Federated Learning with Quantum Data Mahdi Chehimi Walid Saad FedML 30 71 0 30 May 2021
Quantum algorithms for spectral sums Alessandro Luongo Changpeng Shao 26 4 0 12 Nov 2020
Quantum exploration algorithms for multi-armed bandits Daochen Wang Xuchen You Tongyang Li Andrew M. Childs 33 27 0 14 Jul 2020
The prospects of quantum computing in computational molecular biology C. Outeiral M. Strahm Jiye Shi Garrett M. Morris S. Benjamin Charlotte M. Deane 45 177 0 26 May 2020
Quantum Boosting Srinivasan Arunachalam Reevu Maity 27 25 0 12 Feb 2020
Quantum Machine Learning Algorithm for Knowledge Graphs Yunpu Ma Volker Tresp 27 11 0 04 Jan 2020
Quantum algorithms for Second-Order Cone Programming and Support Vector Machines Iordanis Kerenidis A. Prakash Dániel Szilágyi 26 39 0 19 Aug 2019
A Quantum-inspired Algorithm for General Minimum Conical Hull Problems Yuxuan Du Min-hsiu Hsieh Tongliang Liu Dacheng Tao 19 14 0 16 Jul 2019