Quantum machine learning of large datasets using randomized measurements

2 August 2021

Papers citing "Quantum machine learning of large datasets using randomized measurements"

21 / 21 papers shown

Title
QuXAI: Explainers for Hybrid Quantum Machine Learning Models Saikat Barua Mostafizur Rahman Shehenaz Khaled Md Jafor Sadek Rafiul Islam Shahnewaz Siddique 23 0 0 15 May 2025
Predicting fermionic densities using a Projected Quantum Kernel method Francesco Perciavalle Francesco Plastina Michele Pisarra Nicola Lo Gullo 32 0 0 18 Apr 2025
Automating quantum feature map design via large language models Kenya Sakka K. Mitarai Keisuke Fujii 33 2 0 10 Apr 2025
On the similarity of bandwidth-tuned quantum kernels and classical kernels Roberto Flórez Ablan M. Roth Jan Schnabel 60 2 0 07 Mar 2025
Quantum Kernel Methods under Scrutiny: A Benchmarking Study Jan Schnabel M. Roth 64 3 0 06 Sep 2024
Reinforcement learning-based architecture search for quantum machine learning Frederic Rapp D. Kreplin Marco F. Huber M. Roth AI4CE 34 5 0 04 Jun 2024
A Modified Depolarization Approach for Efficient Quantum Machine Learning Bikram Khanal Pablo Rivas 36 3 0 10 Apr 2024
Demonstration of Robust and Efficient Quantum Property Learning with Shallow Shadows Hong-Ye Hu Andi Gu Swarnadeep Majumder Hang Ren Yipei Zhang Derek S. Wang Yi-Zhuang You Zlatko K. Minev S. Yelin Alireza Seif 29 24 0 27 Feb 2024
Neural auto-designer for enhanced quantum kernels Cong Lei Yuxuan Du Peng Mi Jun-chen Yu Tongliang Liu 15 5 0 20 Jan 2024
Élivágar: Efficient Quantum Circuit Search for Classification Sashwat Anagolum Narges Alavisamani Poulami Das Moinuddin K. Qureshi Eric Kessler Yunong Shi 36 14 0 17 Jan 2024
Distributed Quantum Neural Networks via Partitioned Features Encoding Yoshiaki Kawase 25 5 0 21 Dec 2023
sQUlearn -- A Python Library for Quantum Machine Learning D. Kreplin Moritz Willmann Jan Schnabel Frederic Rapp Manuel Hagelüken M. Roth GP 30 9 0 15 Nov 2023
Quantum Machine Learning on Near-Term Quantum Devices: Current State of Supervised and Unsupervised Techniques for Real-World Applications Yaswitha Gujju A. Matsuo Raymond H. Putra 20 23 0 03 Jul 2023
Shadows of quantum machine learning Sofiene Jerbi Casper Gyurik Simon Marshall Riccardo Molteni Vedran Dunjko 18 41 0 31 May 2023
Quantum Text Classifier -- A Synchronistic Approach Towards Classical and Quantum Machine Learning P. Santi K. Mishra Sibabrata Mohanty VLM 16 1 0 22 May 2023
Quantum Gaussian Process Regression for Bayesian Optimization Frederic Rapp Marco Roth GP 11 19 0 25 Apr 2023
An Invitation to Distributed Quantum Neural Networks Lirande Pira C. Ferrie 32 16 0 14 Nov 2022
Universal expressiveness of variational quantum classifiers and quantum kernels for support vector machines Jonas Jäger R. Krems 19 66 0 12 Jul 2022
Compositional optimization of quantum circuits for quantum kernels of support vector machines E. Torabian R. Krems 11 10 0 25 Mar 2022
High Dimensional Quantum Machine Learning With Small Quantum Computers Simon Marshall Casper Gyurik Vedran Dunjko 16 28 0 25 Mar 2022
Quantum machine learning beyond kernel methods Sofiene Jerbi Lukas J. Fiderer Hendrik Poulsen Nautrup Jonas M. Kubler H. Briegel Vedran Dunjko 14 160 0 25 Oct 2021