Fetching the paper…
Reading the bibliography…
Quantum computers hold unprecedented potentials for machine learning applications.
Senior A W, Evans R, Jumper J, Kirkpatrick J, Sifre L, Green T, Qin C, Žídek A, Nelson A W, Bridgland A et al
1923
Earlier work this paper cites.
Valiant L G 1984 Commun. ACM
1972
Earlier work this paper cites.
Haussler D 1990 Probably approximately correct learning
1990
Earlier work this paper cites.
Shor P 1994 Algorithms for quantum computation: discrete logarithms and factoring Proceedings 35th Annual Symposium on Foundations of Computer Science
1994
Earlier work this paper cites.
Arunachalam S, Grilo A B and Yuen H 2020 Quantum statistical query learning ( Preprint
2002
Earlier work this paper cites.
Coppersmith D 2002 An approximate fourier transform useful in quantum factoring ( Preprint
2002
Earlier work this paper cites.
Harrow A W, Hassidim A and Lloyd S 2009 Phys. Rev. Lett
2009
Earlier work this paper cites.
Nielsen M A and Chuang I L 2010 Quantum Computation and Quantum Information: 10th Anniversary Edition
2010
Earlier work this paper cites.
Rebentrost P, Mohseni M and Lloyd S 2014 Phys. Rev. Lett
2014
Earlier work this paper cites.
Shalev-Shwartz S and Ben-David S 2014 Understanding Machine Learning: From Theory to Algorithms
2014
Earlier work this paper cites.
Peruzzo A, McClean J, Shadbolt P, Yung M H, Zhou X Q, Love P J, Aspuru-Guzik A and O’brien J L 2014 Nat Commu
2014
Earlier work this paper cites.
Bang J, Ryu J, Yoo S, Pawłowski M and Lee J 2014 New Journal of Physics
2014
Earlier work this paper cites.
Jordan M and Mitchell T 2015 Science
2015
Earlier work this paper cites.
LeCun Y, Bengio Y and Hinton G 2015 Nature
2015
Earlier work this paper cites.
Aaronson S 2015 Nat. Phys
2015
Earlier work this paper cites.
Cheng H C, Hsieh M H and Yeh P C 2015 arXiv preprint arXiv:1501.00559
2015
Earlier work this paper cites.
Silver D, Huang A, Maddison C J, Guez A, Sifre L, van den Driessche G, Schrittwieser J, Antonoglou I, Panneershelvam V, Lanctot M et al
2016
Earlier work this paper cites.
Silver D, Schrittwieser J, Simonyan K, Antonoglou I, Huang A, Guez A, Hubert T, Baker L, Lai M, Bolton A et al
2017
Earlier work this paper cites.
Krizhevsky A, Sutskever I and Hinton G E 2017 Commun. ACM
2017
Earlier work this paper cites.
Biamonte J, Wittek P, Pancotti N, Rebentrost P, Wiebe N and Lloyd S 2017 Nature
2017
Earlier work this paper cites.
Ciliberto C, Herbster M, Davide Ialongo A, Pontil M, Rocchetto A, Severini S and Wossnig L 2017 Proc.R.Soc.A
2017
Cited alongside, same era.
Schuld M, Fingerhuth M and Petruccione F 2017 EPL Europhys. Lett
2017
Cited alongside, same era.
Arunachalam S and de Wolf R 2017 Optimal quantum sample complexity of learning algorithms Proceedings of the 32nd Computational Complexity Conference
2017
Cited alongside, same era.
Arunachalam S and de Wolf R 2017 SIGACT News
2017
Cited alongside, same era.
Dunjko V and Briegel H J 2018 Rep. Prog. Phys
2018
Cited alongside, same era.
Gao X, Zhang Z Y and Duan L M 2018 Sci. Adv
2018
Cited alongside, same era.
Liu J G, Zhang Y H, Wan Y and Wang L 2019 Phys. Rev. Research
2019
Later among the works it cites.
Wang D, Higgott O and Brierley S 2019 Phys. Rev. Lett
2019
Later among the works it cites.
Hu L, Wu S H, Cai W, Ma Y, Mu X, Xu Y, Wang H, Song Y, Deng D L, Zou C L et al
2019
Later among the works it cites.
Zhong H S, Wang H, Deng Y H, Chen M C, Peng L C, Luo Y H, Qin J, Wu D, Ding X, Hu Y et al
2020
Later among the works it cites.
Schuld M, Bocharov A, Svore K M and Wiebe N 2020 Phys. Rev. A
2020
Later among the works it cites.
Caro M C and Datta I 2020 Quantum Machine Intelligence
2020
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Farhi E and Neven H 2018 Classification with quantum neural networks on near term processors ( Preprint
2018
Cited alongside, same era.
Grant E, Benedetti M, Cao S, Hallam A, Lockhart J, Stojevic V, Green A G and Severini S 2018 npj Quantum Inf
2018
Cited alongside, same era.
Lloyd S and Weedbrook C 2018 Phys. Rev. Lett
2018
Cited alongside, same era.
Dallaire-Demers P L and Killoran N 2018 Phys. Rev. A
2018
Cited alongside, same era.
McClean J R, Boixo S, Smelyanskiy V N, Babbush R and Neven H 2018 Nat. Commun
2018
Cited alongside, same era.
Sarma S D, Deng D L and Duan L M 2019 Phys. Today
2019
Cited alongside, same era.
Wolf M M 2020 Mathematical foundations of supervised learning URL https://www-m5.ma.tum.de/foswiki/pub/M5/Allgemeines/MA4801_2020S/ML_notes_main.pdf
2020
Later among the works it cites.
Lu S, Duan L M and Deng D L 2020 Phys Rev Res
2020
Later among the works it cites.
Wu Y, Bao W S, Cao S, Chen F, Chen M C, Chen X, Chung T H, Deng H, Du Y, Fan D et al
2021
Closest in time.
Chung K M and Lin H H 2021 Sample Efficient Algorithms for Learning Quantum Channels in PAC Model and the Approximate State Discrimination Problem 16th Conference on the Theory of Quantum Computation, Communication and Cryptography (TQC 2021)
2021
Closest in time.
Heidari M, Padakandla A and Szpankowski W 2021 A theoretical framework for learning from quantum data ( Preprint
2021
Closest in time.
Sweke R, Seifert J P, Hangleiter D and Eisert J 2021 Quantum
2021
Closest in time.
Bu K, Koh D E, Li L, Luo Q and Zhang Y 2021 On the statistical complexity of quantum circuits ( Preprint
2021
Closest in time.
Du Y, Tu Z, Yuan X and Tao D 2021 An efficient measure for the expressivity of variational quantum algorithms ( Preprint
2021
Closest in time.
Caro M C, Gil-Fuster E, Meyer J J, Eisert J and Sweke R 2021 Encoding-dependent generalization bounds for parametrized quantum circuits ( Preprint
2021
Closest in time.
Bittel L and Kliesch M 2021 Training variational quantum algorithms is np-hard–even for logarithmically many qubits and free fermionic systems ( Preprint
2021
Closest in time.
Cerezo M, Sone A, Volkoff T, Cincio L and Coles P J 2021 Nat. Commun
2021
Closest in time.
Liu Y, Arunachalam S and Temme K 2021 Nature Physics
2021
Closest in time.
Beer K, Bondarenko D, Farrelly T, Osborne T J, Salzmann R, Scheiermann D and Wolf R 2020 Nat. Commun
2041
Closest in time.