Quantum Machine Learning
486 papers for year 2025
Quantum Machine Learning Research Context
This category covers quantum machine learning research, including quantum kernels, variational classifiers, hybrid learning systems, generative models, and QML benchmarks.
Showing 25-36 of 486
A Quantum Time-Space Tradeoff for Directed $st$-Connectivity
Stacey Jeffery, Galina Pass
A Quantum-Secure Voting Framework Using QKD, Dual-Key Symmetric Encryption, and Verifiable Receipts
Taha M. Mahmoud, Naima Kaabouch
A review of quantum machine learning and quantum-inspired applied methods to computational fluid dynamics
Cesar A. Amaral, Vinícius L. Oliveira, Juan P. L. C. Salazar, Eduardo I. Duzzioni
A Review on Image Classification of Medical Images for Tumor Detection Using Quantum Convolutional Neural Networks
Priyanka Killedar, Dr. Vibha Tiwari
A scalable advantage in multi-photon quantum machine learning
Yong Wang, Zhenghao Yin, Tobias Haug, Ciro Pentangelo, Simone Piacentini, Andrea Crespi, Francesco Ceccarelli, Roberto Osellame, Philip Walther
A simplified version of the quantum OTOC$^{(2)}$ problem
Robbie King, Robin Kothari, Ryan Babbush, Sergio Boixo, Kostyantyn Kechedzhi, Thomas E. O'Brien, Vadim Smelyanskiy
A Spatio-Temporal Hybrid Quantum-Classical Graph Convolutional Neural Network Approach for Urban Taxi Destination Prediction
Xiuying Zhang, Qinsheng Zhu, Xiaodong Xing
A Transferable Machine Learning Approach to Predict Quantum Circuit Parameters for Electronic Structure Problems
Davide Bincoletto, Korbinian Stein, Jonas Motyl, Jakob S. Kottmann
A Triple-Hybrid Quantum Support Vector Machine Using Classical, Quantum Gate-based and Quantum Annealing-based Computing
Juan C. Boschero, Ward van der Schoot, Niels M. P. Neumann
A Versatile Variational Quantum Kernel Framework for Non-Trivial Classification
Jiang Yuhan, Matthew Otten
Absolute zeta functions for zeta functions of quantum walks
Jirô Akahori, Norio Konno, Rikuki Okamoto, Iwao Sato
ACADEMIC ABSORPTIVE CAPACITY FOR SOCIAL INNOVATION IN HIGHER EDUCATION RESEARCH AND INNOVATION PLANNING
NURHAZLIYANA HANAFI, MOHAMAD PIRDAUS YUSOH, JALALUDDIN ABDUL MALEK, MUHAMMAD FUAD ABDULLAH