Robust data encodings for quantum classifiers

3 March 2020

Papers citing "Robust data encodings for quantum classifiers"

22 / 22 papers shown

Title
Efficient Quantum Convolutional Neural Networks for Image Classification: Overcoming Hardware Constraints Peter Röseler Oliver Schaudt Helmut Berg Christian Bauckhage Matthias Koch 169 0 0 09 May 2025
Multiple Embeddings for Quantum Machine Learning Siyu Han Lihan Jia Lanzhe Guo 76 0 0 27 Mar 2025
Quantum Hybrid Support Vector Machines for Stress Detection in Older Adults Md. Saif Hassan Onim Travis S. Humble Himanshu Thapliyal 71 0 0 10 Jan 2025
Learning with SASQuaTCh: a Novel Variational Quantum Transformer Architecture with Kernel-Based Self-Attention Ethan N. Evans Matthew G. Cook Zachary P. Bradshaw Margarite L. LaBorde 170 5 0 21 Mar 2024
Quantum neural network with ensemble learning to mitigate barren plateaus and cost function concentration Lucas Friedrich Jonas Maziero 68 4 0 08 Feb 2024
A Survey on Quantum Machine Learning: Current Trends, Challenges, Opportunities, and the Road Ahead Kamila Zaman Alberto Marchisio Muhammad Abdullah Hanif Mohamed Bennai 73 26 0 16 Oct 2023
Computing the gradients with respect to all parameters of a quantum neural network using a single circuit Guanglei He 64 1 0 16 Jul 2023
Quantum statistical query learning Srinivasan Arunachalam A. Grilo Henry Yuen 42 32 0 19 Feb 2020
Cost Function Dependent Barren Plateaus in Shallow Parametrized Quantum Circuits M. Cerezo A. Sone T. Volkoff L. Cincio Patrick J. Coles 63 124 0 02 Jan 2020
Quantum Adversarial Machine Learning Sirui Lu L. Duan D. Deng AAML 68 102 0 31 Dec 2019
Transfer learning in hybrid classical-quantum neural networks A. Mari T. Bromley J. Izaac Maria Schuld N. Killoran 56 287 0 17 Dec 2019
Noise-Resilient Variational Hybrid Quantum-Classical Optimization Laura Gentini A. Cuccoli S. Pirandola P. Verrucchi L. Banchi 42 26 0 13 Dec 2019
Parameterized quantum circuits as machine learning models Marcello Benedetti Erika Lloyd Stefan H. Sack Mattia Fiorentini 92 893 0 18 Jun 2019
Quantum Mean Embedding of Probability Distributions Jonas M. Kubler Krikamol Muandet Bernhard Schölkopf 37 16 0 31 May 2019
The Born Supremacy: Quantum Advantage and Training of an Ising Born Machine Brian Coyle Daniel Mills V. Danos E. Kashefi 71 157 0 03 Apr 2019
The Expressive Power of Parameterized Quantum Circuits Yuxuan Du Min-hsiu Hsieh Tongliang Liu Dacheng Tao 67 93 0 29 Oct 2018
Supervised learning with quantum enhanced feature spaces Vojtěch Havlíček A. Córcoles K. Temme A. Harrow A. Kandala J. Chow J. Gambetta 81 1,826 0 30 Apr 2018
Quantum generative adversarial networks Pierre-Luc Dallaire-Demers N. Killoran GAN AI4CE 50 360 0 23 Apr 2018
Differentiable Learning of Quantum Circuit Born Machine Jin-Guo Liu Lei Wang 79 231 0 11 Apr 2018
Barren plateaus in quantum neural network training landscapes Jarrod R. McClean Sergio Boixo V. Smelyanskiy Ryan Babbush Hartmut Neven 89 1,821 0 29 Mar 2018
Quantum ensembles of quantum classifiers Maria Schuld Francesco Petruccione 28 44 0 07 Apr 2017
Optimal Quantum Sample Complexity of Learning Algorithms Srinivasan Arunachalam Ronald de Wolf 48 99 0 04 Jul 2016