A Survey on Quantum Machine Learning: Current Trends, Challenges, Opportunities, and the Road Ahead

A Survey on Quantum Machine Learning: Current Trends, Challenges, Opportunities, and the Road Ahead

16 October 2023

Alberto Marchisio

Muhammad Abdullah Hanif

Muhammad Shafique

Papers citing "A Survey on Quantum Machine Learning: Current Trends, Challenges, Opportunities, and the Road Ahead"

11 / 11 papers shown

Title
Cross-Problem Parameter Transfer in Quantum Approximate Optimization Algorithm: A Machine Learning Approach Kien X. Nguyen Bao Bach Ilya Safro 23 0 0 14 Apr 2025
PennyLang: Pioneering LLM-Based Quantum Code Generation with a Novel PennyLane-Centric Dataset Haider Asif Abdul Basit Nouhaila Innan Muhammad Kashif Alberto Marchisio Muhammad Shafique Muhammad Shafique 66 0 0 04 Mar 2025
Robustness and Generalization in Quantum Reinforcement Learning via Lipschitz Regularization Nico Meyer Julian Berberich Christopher Mutschler Daniel D. Scherer 21 0 0 28 Oct 2024
AQ-PINNs: Attention-Enhanced Quantum Physics-Informed Neural Networks for Carbon-Efficient Climate Modeling Siddhant Dutta Nouhaila Innan Sadok Ben Yahia Muhammad Shafique PINN 22 0 0 03 Sep 2024
QADQN: Quantum Attention Deep Q-Network for Financial Market Prediction Siddhant Dutta Nouhaila Innan Alberto Marchisio Sadok Ben Yahia Muhammad Shafique AIFin 31 5 0 06 Aug 2024
Quantum Clustering for Cybersecurity Walid El Maouaki Nouhaila Innan Alberto Marchisio Taoufik Said Mohamed Bennai Muhammad Shafique 18 4 0 05 Aug 2024
QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection Nouhaila Innan Alberto Marchisio Muhammad Shafique Mohamed Bennai 20 6 0 03 Apr 2024
FedQNN: Federated Learning using Quantum Neural Networks Nouhaila Innan Muhammad Al-Zafar Khan Alberto Marchisio Muhammad Shafique Mohamed Bennai FedML 21 12 0 16 Mar 2024
A Quick Introduction to Quantum Machine Learning for Non-Practitioners Ethan N. Evans Dominic Byrne Matthew G. Cook 21 1 0 22 Feb 2024
ResQuNNs:Towards Enabling Deep Learning in Quantum Convolution Neural Networks Muhammad Kashif Muhammad Shafique 22 2 0 14 Feb 2024
Power and limitations of single-qubit native quantum neural networks Zhan Yu Hong Yao Mujin Li Xin Wang 20 35 0 16 May 2022