279 citations
- Universidad de GranadaES7 papers
- Universidad Pública de Navarra (UPNA)ES7 papers
- HUN-REN Wigner Research Centre for PhysicsHU5 papers
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- Centre National de la Recherche ScientifiqueFR3 papers
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quant-ph2025
Classical Neural Networks on Quantum Devices via Tensor Network Disentanglers: A Case Study in Image Classification
Borja Aizpurua, Sukhbinder Singh, Román Orús
We address the problem of implementing bottleneck layers from classical pre-trained neural networks on a quantum computer, with the goal of exploring intrinsically quantum ansatz f…
cs.LG2025★ 7 cited
REX: Causal discovery based on machine learning and explainability techniques
Jesus Renero, Idoia Ochoa, Roberto Maestre
Explainable Artificial Intelligence (XAI) techniques hold significant potential for enhancing the causal discovery process, which is crucial for understanding complex systems in ar…