Online Learning of Quantum States

25 February 2018

Papers citing "Online Learning of Quantum States"

38 / 38 papers shown

Title
Quantum Algorithm for Sparse Online Learning with Truncated Gradient Descent Debbie Lim Yixian Qiu Patrick Rebentrost Qisheng Wang 30 0 0 06 Nov 2024
Multiclass Transductive Online Learning Steve Hanneke Vinod Raman Amirreza Shaeiri Unique Subedi 47 1 0 03 Nov 2024
On the sample complexity of purity and inner product estimation Weiyuan Gong Jonas Haferkamp Qi Ye Zhihan Zhang 29 4 0 16 Oct 2024
Online learning of a panoply of quantum objects Akshay Bansal Ian George Soumik Ghosh Jamie Sikora Alice Zheng 27 2 0 06 Jun 2024
Noise-tolerant learnability of shallow quantum circuits from statistics and the cost of quantum pseudorandomness Chirag Wadhwa Mina Doosti 70 1 0 20 May 2024
Learning Properties of Quantum States Without the I.I.D. Assumption Omar Fawzi R. Kueng Damian Markham Aadil Oufkir 22 6 0 30 Jan 2024
Payoff-based learning with matrix multiplicative weights in quantum games Kyriakos Lotidis P. Mertikopoulos Nicholas Bambos Jose Blanchet 19 1 0 04 Nov 2023
Exponential Quantum Communication Advantage in Distributed Inference and Learning H. Michaeli D. Gilboa Daniel Soudry Jarrod R. McClean FedML 19 0 0 11 Oct 2023
ShadowNet for Data-Centric Quantum System Learning Yuxuan Du Yibo Yang Tongliang Liu Zhouchen Lin Guohao Li Dacheng Tao 47 7 0 22 Aug 2023
Fat Shattering, Joint Measurability, and PAC Learnability of POVM Hypothesis Classes Abram Magner Arun Padakandla 20 0 0 21 Aug 2023
On the Role of Entanglement and Statistics in Learning Srinivasan Arunachalam Vojtěch Havlíček Louis Schatzki 30 7 0 05 Jun 2023
A survey on the complexity of learning quantum states Anurag Anshu Srinivasan Arunachalam 34 67 0 31 May 2023
On quantum backpropagation, information reuse, and cheating measurement collapse Amira Abbas Robbie King Hsin-Yuan Huang W. Huggins R. Movassagh D. Gilboa Jarrod R. McClean 47 39 0 22 May 2023
Logarithmic-Regret Quantum Learning Algorithms for Zero-Sum Games Minbo Gao Zhengfeng Ji Tongyang Li Qisheng Wang 34 9 0 27 Apr 2023
Quantum Learning Theory Beyond Batch Binary Classification Preetham Mohan Ambuj Tewari GNN 24 1 0 15 Feb 2023
Learning in quantum games Kyriakos Lotidis P. Mertikopoulos Nicholas Bambos 18 7 0 05 Feb 2023
Online Convex Optimization of Programmable Quantum Computers to Simulate Time-Varying Quantum Channels Hari Hara Suthan Chittoor Osvaldo Simeone L. Banchi S. Pirandola 28 0 0 09 Dec 2022
Learning Quantum Processes and Hamiltonians via the Pauli Transfer Matrix Matthias C. Caro 29 41 0 08 Dec 2022
Faster Stochastic First-Order Method for Maximum-Likelihood Quantum State Tomography C. Tsai Hao-Chung Cheng Yen-Huan Li 24 4 0 23 Nov 2022
Online Self-Concordant and Relatively Smooth Minimization, With Applications to Online Portfolio Selection and Learning Quantum States C. Tsai Hao-Chung Cheng Yen-Huan Li 41 8 0 03 Oct 2022
Adaptive Online Learning of Quantum States Xinyi Chen Elad Hazan Tongyang Li Zhou Lu Xinzhao Wang Rui Yang 24 14 0 01 Jun 2022
Quantum Local Differential Privacy and Quantum Statistical Query Model Armando Angrisani E. Kashefi 35 11 0 07 Mar 2022
Flexible learning of quantum states with generative query neural networks Yan Zhu Yadong Wu Ge Bai Dongsheng Wang Yuexuan Wang G. Chiribella 32 36 0 14 Feb 2022
Pushing the Efficiency-Regret Pareto Frontier for Online Learning of Portfolios and Quantum States Julian Zimmert Naman Agarwal Satyen Kale 29 17 0 06 Feb 2022
Fast Rates for Nonparametric Online Learning: From Realizability to Learning in Games C. Daskalakis Noah Golowich 19 23 0 17 Nov 2021
Private learning implies quantum stability Srinivasan Arunachalam Yihui Quek J. Smolin 16 19 0 14 Feb 2021
On the Hardness of PAC-learning Stabilizer States with Noise Aravind Gollakota Daniel Liang 13 16 0 09 Feb 2021
Maximum-Likelihood Quantum State Tomography by Soft-Bayes Chien-Ming Lin Yu-Ming Hsu Yen-Huan Li 35 1 0 31 Dec 2020
VSQL: Variational Shadow Quantum Learning for Classification Guangxi Li Zhixin Song Xin Wang 19 44 0 15 Dec 2020
Quantum Algorithm for Online Convex Optimization Jianhao He Feidiao Yang Jialin Zhang Lvzhou Li 43 4 0 29 Jul 2020
Binary Classification with Classical Instances and Quantum Labels Matthias C. Caro 9 4 0 10 Jun 2020
More Practical and Adaptive Algorithms for Online Quantum State Learning Yifang Chen Xin Wang 22 6 0 01 Jun 2020
Quantum statistical query learning Srinivasan Arunachalam A. Grilo Henry Yuen 17 32 0 19 Feb 2020
Pseudo-dimension of quantum circuits Matthias C. Caro Ishaun Datta 14 43 0 04 Feb 2020
Efficient Online Quantum Generative Adversarial Learning Algorithms with Applications Yuxuan Du Min-hsiu Hsieh Dacheng Tao 27 23 0 21 Apr 2019
Bandit Principal Component Analysis W. Kotłowski Gergely Neu 16 17 0 08 Feb 2019
Adaptive Quantum State Tomography with Neural Networks Yihui Quek Stanislav Fort H. Ng 13 80 0 17 Dec 2018
Stabiliser states are efficiently PAC-learnable Andrea Rocchetto 18 34 0 30 Apr 2017