Pseudo-dimension of quantum circuits

4 February 2020

Papers citing "Pseudo-dimension of quantum circuits"

10 / 10 papers shown

Title
Stability and Generalization of Quantum Neural Networks Jiaqi Yang Wei Xie Xiaohua Xu 58 1 0 22 Jan 2025
On the relation between trainability and dequantization of variational quantum learning models Elies Gil-Fuster Casper Gyurik Adrián Pérez-Salinas Vedran Dunjko 40 11 0 11 Jun 2024
Prediction, Learning, Uniform Convergence, and Scale-sensitive Dimensions Peter L. Bartlett Philip M. Long 44 65 0 21 Apr 2023
Learning Unitaries by Gradient Descent B. Kiani S. Lloyd Reevu Maity 14 63 0 31 Jan 2020
Sample Efficient Algorithms for Learning Quantum Channels in PAC Model and the Approximate State Discrimination Problem Kai-Min Chung Han-Hsuan Lin 31 32 0 25 Oct 2018
Online Learning of Quantum States S. Aaronson Xinyi Chen Elad Hazan Satyen Kale A. Nayak 26 91 0 25 Feb 2018
Experimental learning of quantum states Andrea Rocchetto Scott Aaronson Simone Severini G. Carvacho D. Poderini I. Agresti M. Bentivegna F. Sciarrino 32 69 0 30 Nov 2017
Stabiliser states are efficiently PAC-learnable Andrea Rocchetto 23 34 0 30 Apr 2017
The Optimal Sample Complexity of PAC Learning Steve Hanneke 35 146 0 02 Jul 2015
The Learnability of Unknown Quantum Measurements Hao-Chung Cheng Min-hsiu Hsieh Ping-Cheng Yeh 31 40 0 03 Jan 2015