A rigorous and robust quantum speed-up in supervised machine learning

5 October 2020

Papers citing "A rigorous and robust quantum speed-up in supervised machine learning"

25 / 25 papers shown

Title
Quantum AIXI: Universal Intelligence via Quantum Information Elija Perrier 36 0 0 27 May 2025
QCPINN: Quantum-Classical Physics-Informed Neural Networks for Solving PDEs Afrah Farea Saiful Khan Mustafa Serdar Celebi PINN 103 0 0 20 Mar 2025
On the similarity of bandwidth-tuned quantum kernels and classical kernels Roberto Flórez Ablan M. Roth Jan Schnabel 86 2 0 07 Mar 2025
Application of quantum machine learning using quantum kernel algorithms on multiclass neuron M type classification Xavier Vasques Hanhee Paik Laura Cif 70 19 0 10 Feb 2025
Satellite image classification with neural quantum kernels Pablo Rodriguez-Grasa Robert Farzan-Rodriguez Gabriele Novelli Yue Ban Mikel Sanz 52 3 0 30 Sep 2024
QuForge: A Library for Qudits Simulation T. S. Farias Lucas Friedrich Jonas Maziero 57 2 0 26 Sep 2024
Learning out-of-time-ordered correlators with classical kernel methods John Tanner Jason Pye Jingbo Wang 65 0 0 03 Sep 2024
On the relation between trainability and dequantization of variational quantum learning models Elies Gil-Fuster Casper Gyurik Adrián Pérez-Salinas Vedran Dunjko 74 12 0 11 Jun 2024
QUACK: Quantum Aligned Centroid Kernel Kilian Tscharke Sebastian Issel Pascal Debus 57 3 0 01 May 2024
Explaining Quantum Circuits with Shapley Values: Towards Explainable Quantum Machine Learning R. Heese Thore Gerlach Sascha Mucke Sabine Muller Matthias Jakobs Nico Piatkowski 42 18 0 22 Jan 2023
On the Quantum versus Classical Learnability of Discrete Distributions R. Sweke Jean-Pierre Seifert D. Hangleiter Jens Eisert 51 93 0 28 Jul 2020
Sampling-based sublinear low-rank matrix arithmetic framework for dequantizing quantum machine learning Nai-Hui Chia A. Gilyén Tongyang Li Han-Hsuan Lin Ewin Tang Cong Wang 57 135 0 14 Oct 2019
Quantum-Inspired Support Vector Machine Chen Ding Tianyi Bao Heliang Huang 36 111 0 21 Jun 2019
Experimental kernel-based quantum machine learning in finite feature space Karol Bartkiewicz C. Gneiting A. Černoch K. Jiráková K. Lemr Franco Nori 79 74 0 10 Jun 2019
Quantum-inspired sublinear classical algorithms for solving low-rank linear systems Nai-Hui Chia Han-Hsuan Lin Cong Wang 63 52 0 12 Nov 2018
A quantum-inspired classical algorithm for recommendation systems Ewin Tang VLM 62 368 0 10 Jul 2018
Supervised learning with quantum enhanced feature spaces Vojtěch Havlíček A. Córcoles K. Temme A. Harrow A. Kandala J. Chow J. Gambetta 66 1,820 0 30 Apr 2018
Quantum generative adversarial networks Pierre-Luc Dallaire-Demers N. Killoran GAN AI4CE 40 359 0 23 Apr 2018
Differentiable Learning of Quantum Circuit Born Machine Jin-Guo Liu Lei Wang 74 231 0 11 Apr 2018
$Machine learning \& artificial intelligence in the quantum domain$ Machine learning \& artificial intelligence in the quantum domain Vedran Dunjko Hans J. Briegel 46 345 0 08 Sep 2017
Quantum machine learning: a classical perspective C. Ciliberto Mark Herbster Alessandro Davide Ialongo Massimiliano Pontil Andrea Rocchetto Simone Severini Leonard Wossnig AI4CE 72 438 0 26 Jul 2017
A Survey of Quantum Learning Theory Srinivasan Arunachalam Ronald de Wolf 45 71 0 24 Jan 2017
Quantum Machine Learning Jacob Biamonte P. Wittek Nicola Pancotti Patrick Rebentrost N. Wiebe S. Lloyd 50 2,013 0 28 Nov 2016
Quantum assisted Gaussian process regression Zhikuan Zhao Jack K. Fitzsimons J. Fitzsimons GP 37 100 0 12 Dec 2015
Quantum support vector machine for big data classification Patrick Rebentrost Masoud Mohseni S. Lloyd 87 600 0 01 Jul 2013