A Survey of Quantum Learning Theory

24 January 2017

Papers citing "A Survey of Quantum Learning Theory"

16 / 16 papers shown

Title
New Bounds on Quantum Sample Complexity of Measurement Classes Mohsen Heidari Wojciech Szpankowski 20 1 0 22 Aug 2024
Quantum Vision Transformers for Quark-Gluon Classification Marçal Comajoan Cara Gopal Ramesh Dahale Zhongtian Dong Roy T. Forestano S. Gleyzer ... Kyoungchul Kong Tom Magorsch Konstantin T. Matchev Katia Matcheva Eyup B. Unlu 48 9 0 16 May 2024
On the average-case complexity of learning output distributions of quantum circuits A. Nietner M. Ioannou R. Sweke R. Kueng Jens Eisert M. Hinsche J. Haferkamp 28 11 0 09 May 2023
Generative Invertible Quantum Neural Networks Armand Rousselot M. Spannowsky BDL 16 9 0 24 Feb 2023
Quantum Semi-Supervised Kernel Learning Seyran Saeedi Ali (Aliakbar) Panahi Tom Arodz SSL 19 5 0 22 Apr 2022
Optimal quantum dataset for learning a unitary transformation Zhan Yu Xuanqiang Zhao Benchi Zhao Xin Wang 24 8 0 01 Mar 2022
A rigorous and robust quantum speed-up in supervised machine learning Yunchao Liu Srinivasan Arunachalam K. Temme 36 529 0 05 Oct 2020
Improved Quantum Boosting A. Izdebski Ronald de Wolf 11 13 0 17 Sep 2020
Quantum exploration algorithms for multi-armed bandits Daochen Wang Xuchen You Tongyang Li Andrew M. Childs 29 27 0 14 Jul 2020
Quantum statistical query learning Srinivasan Arunachalam A. Grilo Henry Yuen 17 32 0 19 Feb 2020
The Born Supremacy: Quantum Advantage and Training of an Ising Born Machine Brian Coyle Daniel Mills V. Danos E. Kashefi 27 155 0 03 Apr 2019
Quantum hardness of learning shallow classical circuits Srinivasan Arunachalam A. Grilo Aarthi Sundaram 19 19 0 07 Mar 2019
Experimental learning of quantum states Andrea Rocchetto Scott Aaronson Simone Severini G. Carvacho D. Poderini I. Agresti M. Bentivegna F. Sciarrino 24 70 0 30 Nov 2017
Quantum autoencoders via quantum adders with genetic algorithms L. Lamata U. Alvarez-Rodriguez J. Martín-Guerrero M. Sanz Enrique Solano 28 72 0 21 Sep 2017
$Machine learning \& artificial intelligence in the quantum domain$ Machine learning \& artificial intelligence in the quantum domain Vedran Dunjko H. Briegel 21 344 0 08 Sep 2017
Quantum Machine Learning Jacob Biamonte P. Wittek Nicola Pancotti Patrick Rebentrost N. Wiebe S. Lloyd 25 1,982 0 28 Nov 2016