A Survey of Quantum Learning Theory

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A Survey of Quantum Learning Theory

24 January 2017

Srinivasan Arunachalam

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Papers citing "A Survey of Quantum Learning Theory"

19 / 19 papers shown

Title
Generative Invertible Quantum Neural Networks Armand Rousselot M. Spannowsky BDL 66 9 0 24 Feb 2023
A rigorous and robust quantum speed-up in supervised machine learning Yunchao Liu Srinivasan Arunachalam K. Temme 121 549 0 05 Oct 2020
Improved Quantum Boosting A. Izdebski Ronald de Wolf 46 13 0 17 Sep 2020
Quantum exploration algorithms for multi-armed bandits Daochen Wang Xuchen You Tongyang Li Andrew M. Childs 100 29 0 14 Jul 2020
Quantum statistical query learning Srinivasan Arunachalam A. Grilo Henry Yuen 57 32 0 19 Feb 2020
Sublinear quantum algorithms for training linear and kernel-based classifiers Tongyang Li Shouvanik Chakrabarti Xiaodi Wu 66 76 0 04 Apr 2019
The Born Supremacy: Quantum Advantage and Training of an Ising Born Machine Brian Coyle Daniel Mills V. Danos E. Kashefi 106 157 0 03 Apr 2019
Quantum hardness of learning shallow classical circuits Srinivasan Arunachalam A. Grilo Aarthi Sundaram 117 20 0 07 Mar 2019
Quantum Learning Boolean Linear Functions w.r.t. Product Distributions Matthias C. Caro 73 7 0 23 Feb 2019
Quantum Sparse Support Vector Machines Seyran Saeedi Tom Arodz 63 19 0 05 Feb 2019
Two new results about quantum exact learning Srinivasan Arunachalam Sourav Chakraborty Troy Lee Manaswi Paraashar Ronald de Wolf 53 30 0 30 Sep 2018
Supervised learning with quantum enhanced feature spaces Vojtěch Havlíček A. Córcoles K. Temme A. Harrow A. Kandala J. Chow J. Gambetta 98 1,839 0 30 Apr 2018
A high-bias, low-variance introduction to Machine Learning for physicists Pankaj Mehta Marin Bukov Ching-Hao Wang A. G. Day C. Richardson Charles K. Fisher D. Schwab AI4CE 119 880 0 23 Mar 2018
Experimental learning of quantum states Andrea Rocchetto Scott Aaronson Simone Severini G. Carvacho D. Poderini I. Agresti M. Bentivegna F. Sciarrino 64 69 0 30 Nov 2017
Quantum autoencoders via quantum adders with genetic algorithms L. Lamata U. Alvarez-Rodriguez J. Martín-Guerrero M. Sanz Enrique Solano 82 76 0 21 Sep 2017
$Machine learning \& artificial intelligence in the quantum domain$ Machine learning \& artificial intelligence in the quantum domain Vedran Dunjko Hans J. Briegel 68 347 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 91 443 0 26 Jul 2017
Quantum Machine Learning Jacob Biamonte P. Wittek Nicola Pancotti Patrick Rebentrost N. Wiebe S. Lloyd 79 2,035 0 28 Nov 2016
Optimal Quantum Sample Complexity of Learning Algorithms Srinivasan Arunachalam Ronald de Wolf 78 99 0 04 Jul 2016