QUBO Formulations for Training Machine Learning Models

5 August 2020

Papers citing "QUBO Formulations for Training Machine Learning Models"

29 / 29 papers shown

Title
Probabilistic Quantum SVM Training on Ising Machine Haoqi He Yan Xiao 55 0 0 20 Mar 2025
Solving the Traveling Salesman Problem via Different Quantum Computing Architectures Venkat Padmasola Zhaotong Li Rupak Chatterjee Wesley Dyk 56 0 0 24 Feb 2025
Evaluating the Potential of Quantum Machine Learning in Cybersecurity: A Case-Study on PCA-based Intrusion Detection Systems Armando Bellante Tommaso Fioravanti Michele Carminati S. Zanero Alessandro Luongo 46 0 0 16 Feb 2025
Performance-Driven QUBO for Recommender Systems on Quantum Annealers Jiayang Niu Jie Li Ke Deng Mark Sanderson Yongli Ren 25 0 0 20 Oct 2024
Privacy-Preserving Quantum Annealing for Quadratic Unconstrained Binary Optimization (QUBO) Problems Moyang Xie Yuan Zhang Sheng Zhong Qun Li 18 2 0 27 Sep 2024
Developing a Framework for Sonifying Variational Quantum Algorithms: Implications for Music Composition Paulo Vitor Itaboraí Peter Thomas Arianna Crippa Karl Jansen Tim Schwägerl María Aguado Yáñez 13 1 0 11 Sep 2024
Distributed Quantum Approximate Optimization Algorithm on Integrated High-Performance Computing and Quantum Computing Systems for Large-Scale Optimization Seongmin Kim Tengfei Luo Eungkyu Lee In-Saeng Suh 21 0 0 29 Jul 2024
Hybrid Heuristic Algorithms for Adiabatic Quantum Machine Learning Models B. Alidaee Haibo Wang L. Sua Wade Liu 19 0 0 26 Jul 2024
Sparks of Quantum Advantage and Rapid Retraining in Machine Learning William Troy AI4CE 18 5 0 22 Jul 2024
Adiabatic Quantum Support Vector Machines Prasanna Date Dong Jun Woun Kathleen E. Hamilton Eduardo Antonio Coello Pérez Mayanka Chandra Shekar Francisco Rios John P. Gounley In-Saeng Suh Travis Humble Georgia D. Tourassi 14 0 0 23 Jan 2024
A Simple Quantum Blockmodeling with Qubits and Permutations Ammar Daskin 16 0 0 13 Nov 2023
Training Multi-layer Neural Networks on Ising Machine Xujie Song Tong Liu Shengbo Eben Li Jingliang Duan Wenxuan Wang Keqiang Li 26 0 0 06 Nov 2023
A general learning scheme for classical and quantum Ising machines Ludwig Schmid Enrico Zardini D. Pastorello AI4CE 24 1 0 27 Oct 2023
Projected Stochastic Gradient Descent with Quantum Annealed Binary Gradients Maximilian Krahn Michele Sasdelli Fengyi Yang Vladislav Golyanik Juho Kannala Tat-Jun Chin Tolga Birdal MQ 79 2 0 23 Oct 2023
Probabilistic Sampling of Balanced K-Means using Adiabatic Quantum Computing Jan-Nico Zaech Martin Danelljan Tolga Birdal Luc Van Gool 19 1 0 18 Oct 2023
Variational Quantum Harmonizer: Generating Chord Progressions and Other Sonification Methods with the VQE Algorithm Paulo Vitor Itaboraí Tim Schwägerl María Aguado Yáñez Arianna Crippa Karl Jansen Eduardo Reck Miranda Peter Thomas 11 2 0 21 Sep 2023
QUBO-inspired Molecular Fingerprint for Chemical Property Prediction K. Yawata Yoshihiro Osakabe Takuya Okuyama A. Asahara 24 0 0 17 Mar 2023
QUBO Decision Tree: Annealing Machine Extends Decision Tree Splitting K. Yawata Yoshihiro Osakabe Takuya Okuyama A. Asahara 14 4 0 17 Mar 2023
Implementation of Trained Factorization Machine Recommendation System on Quantum Annealer Chen-Yu Liu Hsin-Yu Wang Pei-Yen Liao Ching-Jui Lai Min-hsiu Hsieh LRM 21 14 0 24 Oct 2022
Accelerating the training of single-layer binary neural networks using the HHL quantum algorithm S. L. Alarcón Cory E. Merkel Martin Hoffnagle Sabrina Ly Alejandro Pozas-Kerstjens 16 5 0 23 Oct 2022
Quantum Sparse Coding Yaniv Romano H. Primack Talya Vaknin Idan Meirzada Ilan Karpas Dov Furman Chene Tradonsky Ruti Ben-shlomi 6 2 0 08 Sep 2022
Feature Selection on Quantum Computers Sascha Mucke R. Heese Sabine Muller Moritz Wolter Nico Piatkowski 15 32 0 24 Mar 2022
Q-FW: A Hybrid Classical-Quantum Frank-Wolfe for Quadratic Binary Optimization A. Yurtsever Tolga Birdal Vladislav Golyanik 13 12 0 23 Mar 2022
QUBOs for Sorting Lists and Building Trees Christian Bauckhage Thore Gerlach Nico Piatkowski 17 0 0 15 Mar 2022
Discriminating Quantum States with Quantum Machine Learning David Quiroga Prasanna Date R. Pooser 11 9 0 01 Dec 2021
Adiabatic Quantum Feature Selection for Sparse Linear Regression Surya Sai Teja Desu P. K. Srijith M. Rao Naveen Sivadasan 11 4 0 04 Jun 2021
Adiabatic Quantum Optimization Fails to Solve the Knapsack Problem Lauren Pusey-Nazzaro Prasanna Date 14 20 0 17 Aug 2020
Balanced k-Means Clustering on an Adiabatic Quantum Computer Davis Arthur Prasanna Date 14 56 0 10 Aug 2020
Adiabatic Quantum Linear Regression Prasanna Date T. Potok 6 70 0 05 Aug 2020