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ALEJANDRO
POZAS KERSTJENS
Publicaciones (26) Publicaciones de ALEJANDRO POZAS KERSTJENS
2024
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Privacy-preserving machine learning with tensor networks
Quantum, Vol. 8
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TensorKrowch: Smooth integration of tensor networks in machine learning
Quantum, Vol. 8
2023
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A didactic approach to quantum machine learning with a single qubit
Physica Scripta, Vol. 98, Núm. 5
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Bell Inequalities with Overlapping Measurements
Physical Review Letters, Vol. 131, Núm. 8
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Certification of non-classicality in all links of a photonic star network without assuming quantum mechanics
Nature communications, Vol. 14, Núm. 1, pp. 2153
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Experimental Full Network Nonlocality with Independent Sources and Strict Locality Constraints
Physical Review Letters, Vol. 130, Núm. 19
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Inflation: a Python library for classical and quantum causal compatibility
Quantum, Vol. 7
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Post-quantum nonlocality in the minimal triangle scenario
New Journal of Physics, Vol. 11, Núm. 1
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Proofs of Network Quantum Nonlocality in Continuous Families of Distributions
Physical Review Letters, Vol. 130, Núm. 9
2022
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Accelerating the Training of Single Layer Binary Neural Networks using the HHL Quantum Algorithm
Proceedings - IEEE International Conference on Computer Design: VLSI in Computers and Processors
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Bell nonlocality in networks
Reports on progress in physics. Physical Society (Great Britain), Vol. 85, Núm. 5
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Full Network Nonlocality
Physical Review Letters, Vol. 128, Núm. 1
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Single-photon nonlocality in quantum networks
Physical Review Research, Vol. 4, Núm. 1
2021
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Defence against adversarial attacks using classical and quantum-enhanced Boltzmann machinesy
Machine Learning: Science and Technology, Vol. 2, Núm. 4
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Efficient training of energy-based models via spin-glass control
Machine Learning: Science and Technology, Vol. 2, Núm. 2
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Quantum Inflation: A General Approach to Quantum Causal Compatibility
Physical Review X, Vol. 11, Núm. 2
2020
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Computación cuántica en la nube: un laboratorio en tu portátil
Revista española de física, Vol. 34, Núm. 1, pp. 25-29
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Genuine Network Multipartite Entanglement
Physical Review Letters, Vol. 125, Núm. 24
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Understanding and improving unsupervised training of Boltzmann machines
ESANN 2020 - Proceedings, 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
2019
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Bayesian deep learning on a quantum computer
Quantum Machine Intelligence, Vol. 1, Núm. 1-2, pp. 41-51