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Stefano Mangini

2 accepted papers

2025

TensorRL-QAS: Reinforcement learning with tensor networks for improved quantum architecture search

NeurIPS 2025poster

Variational quantum algorithms hold the promise to address meaningful quantum problems already on noisy intermediate-scale quantum hardware. In spite of the promise, they face the challenge of designing quantum circuits that both solve the target problem and comply with device limitations. Quantum a…

Cited by 0SourceScholar
2022

The Dawn of Quantum Natural Language Processing

ICASSP 2022accepted

In this paper, we discuss the initial attempts at boosting understanding human language based on deep-learning models with quantum computing. We successfully train a quantum-enhanced Long Short-Term Memory network to perform the parts-of-speech tagging task via numerical simulations. Moreover, a qua…

Cited by 0SourceScholar