Quantum principal component analysis only achieves an exponential speedup because of its state preparation assumptions

31 October 2018

Papers citing "Quantum principal component analysis only achieves an exponential speedup because of its state preparation assumptions"

8 / 8 papers shown

Title
A Quantum Approximation Scheme for k-Means Ragesh Jaiswal 54 4 0 16 Aug 2023
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
A quantum-inspired classical algorithm for recommendation systems Ewin Tang VLM 62 370 0 10 Jul 2018
Approximating Hamiltonian dynamics with the Nyström method Alessandro Rudi Leonard Wossnig C. Ciliberto Andrea Rocchetto Massimiliano Pontil Simone Severini 38 10 0 06 Apr 2018
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
Quantum Machine Learning Jacob Biamonte P. Wittek Nicola Pancotti Patrick Rebentrost N. Wiebe S. Lloyd 57 2,019 0 28 Nov 2016
Quantum assisted Gaussian process regression Zhikuan Zhao Jack K. Fitzsimons J. Fitzsimons GP 44 100 0 12 Dec 2015
Quantum support vector machine for big data classification Patrick Rebentrost Masoud Mohseni S. Lloyd 87 602 0 01 Jul 2013