Experimental learning of quantum states

Experimental learning of quantum states

30 November 2017

Andrea Rocchetto

Simone Severini

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Papers citing "Experimental learning of quantum states"

17 / 17 papers shown

Title
Generalization Error Bound for Quantum Machine Learning in NISQ Era -- A Survey Bikram Khanal Pablo Rivas Arun Sanjel Korn Sooksatra Ernesto Quevedo Alejandro Rodriguez 77 2 0 11 Sep 2024
Concept learning of parameterized quantum models from limited measurements Beng Yee Gan Po-Wei Huang Elies Gil-Fuster Patrick Rebentrost 66 1 0 09 Aug 2024
An Invitation to Distributed Quantum Neural Networks Lirande Pira C. Ferrie 63 18 0 14 Nov 2022
Deep learning of quantum entanglement from incomplete measurements Dominik Koutný L. Ginés M. Moczała-Dusanowska Sven Höfling Christian Schneider Ana Predojevic M. Ježek 70 28 0 03 May 2022
Variational Autoencoder Analysis of Ising Model Statistical Distributions and Phase Transitions D. Yevick DRL 46 7 0 13 Apr 2021
On the Hardness of PAC-learning Stabilizer States with Noise Aravind Gollakota Daniel Liang 74 16 0 09 Feb 2021
Learning quantum data with the quantum Earth Mover's distance B. Kiani Giacomo De Palma M. Marvian Zi-Wen Liu S. Lloyd 91 47 0 08 Jan 2021
Information-theoretic bounds on quantum advantage in machine learning Hsin-Yuan Huang R. Kueng J. Preskill 136 222 0 07 Jan 2021
Classification and reconstruction of optical quantum states with deep neural networks Shahnawaz Ahmed C. Muñoz Franco Nori A. F. Kockum 88 64 0 03 Dec 2020
Quantum State Tomography with Conditional Generative Adversarial Networks Shahnawaz Ahmed C. Muñoz Franco Nori A. F. Kockum GAN 3DPC 106 127 0 07 Aug 2020
Pseudo-dimension of quantum circuits Matthias C. Caro Ishaun Datta 67 43 0 04 Feb 2020
Parameterized quantum circuits as machine learning models Marcello Benedetti Erika Lloyd Stefan H. Sack Mattia Fiorentini 121 904 0 18 Jun 2019
Adaptive Quantum State Tomography with Neural Networks Yihui Quek Stanislav Fort H. Ng 52 83 0 17 Dec 2018
Adversarial quantum circuit learning for pure state approximation Marcello Benedetti Edward Grant Leonard Wossnig Simone Severini 96 75 0 01 Jun 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 133 883 0 23 Mar 2018
Online Learning of Quantum States S. Aaronson Xinyi Chen Elad Hazan Satyen Kale A. Nayak 86 91 0 25 Feb 2018
Stabiliser states are efficiently PAC-learnable Andrea Rocchetto 67 34 0 30 Apr 2017