119 citations
- University of Southern DenmarkDK35 papers
- Dwarkadas J. Sanghvi College of EngineeringIN2 papers
- Italian Institute of TechnologyIT2 papers
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- Technical University of MunichDE2 papers
- University of OxfordGB2 papers
- Vidyasirimedhi Institute of Science and TechnologyTH2 papers
- Aalborg UniversityDK1 paper
- Australian Regenerative Medicine InstituteAU1 paper
- Bandung Institute of TechnologyID1 paper
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quant-ph2025★ 1 cited
QAS-QTNs: Curriculum Reinforcement Learning-Driven Quantum Architecture Search for Quantum Tensor Networks
Siddhant Dutta, Nouhaila Innan, Sadok Ben Yahia +1
Quantum Architecture Search (QAS) is an emerging field aimed at automating the design of quantum circuits for optimal performance. This paper introduces a novel QAS framework emplo…
quant-ph2024★ 2 cited
MQFL-FHE: Multimodal Quantum Federated Learning Framework with Fully Homomorphic Encryption
Siddhant Dutta, Nouhaila Innan, Sadok Ben Yahia +2
The integration of fully homomorphic encryption (FHE) in federated learning (FL) has led to significant advances in data privacy. However, during the aggregation phase, it often re…
quant-ph2024★ 26 cited
QADQN: Quantum Attention Deep Q-Network for Financial Market Prediction
Siddhant Dutta, Nouhaila Innan, Alberto Marchisio +2
Financial market prediction and optimal trading strategy development remain challenging due to market complexity and volatility. Our research in quantum finance and reinforcement l…