Risultati della ricerca - Orus, Roman

Variational Quantum and Quantum-Inspired Clustering di Bermejo, Pablo, Orus, Roman

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Variational Tensor Neural Networks for Deep Learning di Jahromi, Saeed S., Orus, Roman

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A tensor network approach for chaotic time series prediction di Martínez-Peña, Rodrigo, Orús, Román

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Improving Gradient Methods via Coordinate Transformations: Applications to Quantum Machine Learning di Bermejo, Pablo, Aizpurua, Borja, Orus, Roman

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Tensor Networks for Explainable Machine Learning in Cybersecurity di Aizpurua, Borja, Palmer, Samuel, Orus, Roman

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Tensor network compressibility of convolutional models di Singh, Sukhbinder, Jahromi, Saeed S., Orus, Roman

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Projected Entangled Pair States with flexible geometry di Patra, Siddhartha, Singh, Sukhbinder, Orús, Román

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Tensorization is a powerful but underexplored tool for compression and interpretability of neural networks di Hamreras, Safa, Singh, Sukhbinder, Orús, Román

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Limitations of Quantum Hardware for Molecular Energy Estimation Using VQE di Carreras, Abel, Casanova, David, Orús, Román

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Classical Neural Networks on Quantum Devices via Tensor Network Disentanglers: A Case Study in Image Classification di Aizpurua, Borja, Singh, Sukhbinder, Orús, Román

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Only relative ranks matter in weight-clustered large language models di Aizpurua, Borja, Singh, Sukhbinder, Orús, Román

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Fast Tensorization of Neural Networks via Slice-wise Feature Distillation di Hamreras, Safa, Singh, Sukhbinder, Orús, Román

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Image Classification with Rotation-Invariant Variational Quantum Circuits di Sebastian, Paul San, Cañizo, Mikel, Orús, Román

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Refusal Steering: Fine-grained Control over LLM Refusal Behaviour for Sensitive Topics di García-Ferrero, Iker, Montero, David, Orus, Roman

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Empirical Study of Observable Sets in Multiclass Quantum Classification di Sebastian, Paul San, Cañizo, Mikel, Orus, Roman

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Efficient tensor network simulation of IBM's largest quantum processors di Patra, Siddhartha, Jahromi, Saeed S., Singh, Sukhbinder, Orus, Roman

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Quantum Large Language Models via Tensor Network Disentanglers di Aizpurua, Borja, Jahromi, Saeed S., Singh, Sukhbinder, Orus, Roman

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Globally optimized SVD compression of LLMs via Fermi-function-based rank selection and gauge fixing di Rausch, Roman, Jansen, David, Singh, Sukhbinder, Orús, Román

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Block removal for large language models through constrained binary optimization di Jansen, David, Rausch, Roman, Montero, David, Orus, Roman

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Quantum Advantage: a Tensor Network Perspective di Kshetrimayum, Augustine, Jahromi, Saeed S., Singh, Sukhbinder, Orús, Román

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