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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

Kamila Zaman
Alberto Marchisio
Muhammad Abdullah Hanif
Muhammad Shafique
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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
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
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
64
0
0
04 Mar 2025
Robustness and Generalization in Quantum Reinforcement Learning via Lipschitz Regularization
Robustness and Generalization in Quantum Reinforcement Learning via Lipschitz Regularization
Nico Meyer
Julian Berberich
Christopher Mutschler
Daniel D. Scherer
19
0
0
28 Oct 2024
AQ-PINNs: Attention-Enhanced Quantum Physics-Informed Neural Networks for Carbon-Efficient Climate Modeling
AQ-PINNs: Attention-Enhanced Quantum Physics-Informed Neural Networks for Carbon-Efficient Climate Modeling
Siddhant Dutta
Nouhaila Innan
Sadok Ben Yahia
Muhammad Shafique
PINN
20
0
0
03 Sep 2024
QADQN: Quantum Attention Deep Q-Network for Financial Market Prediction
QADQN: Quantum Attention Deep Q-Network for Financial Market Prediction
Siddhant Dutta
Nouhaila Innan
Alberto Marchisio
Sadok Ben Yahia
Muhammad Shafique
AIFin
31
1
0
06 Aug 2024
Quantum Clustering for Cybersecurity
Quantum Clustering for Cybersecurity
Walid El Maouaki
Nouhaila Innan
Alberto Marchisio
Taoufik Said
Mohamed Bennai
Muhammad Shafique
16
4
0
05 Aug 2024
QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection
QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection
Nouhaila Innan
Alberto Marchisio
Muhammad Shafique
Mohamed Bennai
18
6
0
03 Apr 2024
FedQNN: Federated Learning using Quantum Neural Networks
FedQNN: Federated Learning using Quantum Neural Networks
Nouhaila Innan
Muhammad Al-Zafar Khan
Alberto Marchisio
Muhammad Shafique
Mohamed Bennai
FedML
19
12
0
16 Mar 2024
A Quick Introduction to Quantum Machine Learning for Non-Practitioners
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
ResQuNNs:Towards Enabling Deep Learning in Quantum Convolution Neural Networks
Muhammad Kashif
Muhammad Shafique
20
2
0
14 Feb 2024
Power and limitations of single-qubit native quantum neural networks
Power and limitations of single-qubit native quantum neural networks
Zhan Yu
Hong Yao
Mujin Li
Xin Wang
18
27
0
16 May 2022