Search Results - "Huembeli, Patrick" :: K.UTB vyhledávací portál | TBU Library Retrieval Portal

Characterizing the loss landscape of variational quantum circuits

Characterizing the loss landscape of variational quantum circuits

by Huembeli, Patrick, Dauphin, Alexandre
Published in Quantum science and technology (01.04.2021)

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Journal Article

Phase detection with neural networks: interpreting the black box

Phase detection with neural networks: interpreting the black box

by Dawid, Anna, Huembeli, Patrick, Tomza, Michal, Lewenstein, Maciej, Dauphin, Alexandre
Published in New journal of physics (01.11.2020)

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Journal Article

QuCumber: wavefunction reconstruction with neural networks

QuCumber: wavefunction reconstruction with neural networks

by Beach, Matthew J. S., De Vlugt, Isaac, Golubeva, Anna, Huembeli, Patrick, Kulchytskyy, Bohdan, Luo, Xiuzhe, Melko, Roger, Merali, Ejaaz, Torlai, Giacomo
Published in SciPost physics (01.07.2019)

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Journal Article

Exploring quantum perceptron and quantum neural network structures with a teacher-student scheme

Exploring quantum perceptron and quantum neural network structures with a teacher-student scheme

by Gratsea, Aikaterini, Huembeli, Patrick
Published in Quantum machine intelligence (01.06.2022)

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Journal Article

The effect of the processing and measurement operators on the expressive power of quantum models

The effect of the processing and measurement operators on the expressive power of quantum models

by Gratsea, Aikaterini (Katerina), Huembeli, Patrick
Published in Quantum machine intelligence (01.12.2023)

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Journal Article

The physics of energy-based models

The physics of energy-based models

by Huembeli, Patrick, Arrazola, Juan Miguel, Killoran, Nathan, Mohseni, Masoud, Wittek, Peter
Published in Quantum machine intelligence (01.06.2022)

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Journal Article

Towards a scalable discrete quantum generative adversarial neural network

Towards a scalable discrete quantum generative adversarial neural network

by Chaudhary, Smit, Huembeli, Patrick, MacCormack, Ian, Patti, Taylor L, Kossaifi, Jean, Galda, Alexey
Published in Quantum science and technology (01.07.2023)

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Journal Article

Hessian-based toolbox for reliable and interpretable machine learning in physics

Hessian-based toolbox for reliable and interpretable machine learning in physics

by Dawid, Anna, Huembeli, Patrick, Tomza, Michał, Lewenstein, Maciej, Dauphin, Alexandre
Published in Machine learning: science and technology (01.03.2022)

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Journal Article

The effect of the processing and measurement operators on the expressive power of quantum models

The effect of the processing and measurement operators on the expressive power of quantum models

by Aikaterini, Gratsea, Huembeli, Patrick
Year of Publication 06.11.2022

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Journal Article

Exploring Quantum Perceptron and Quantum Neural Network structures with a teacher-student scheme

Exploring Quantum Perceptron and Quantum Neural Network structures with a teacher-student scheme

by Aikaterini, Gratsea, Huembeli, Patrick
Year of Publication 04.05.2021

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Journal Article

Characterizing the loss landscape of variational quantum circuits

Characterizing the loss landscape of variational quantum circuits

by Huembeli, Patrick, Dauphin, Alexandre
Published in arXiv.org (02.03.2021)

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Paper Journal Article

Entanglement Forging with generative neural network models

Entanglement Forging with generative neural network models

by Huembeli, Patrick, Carleo, Giuseppe, Mezzacapo, Antonio
Year of Publication 02.05.2022

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Journal Article

The effect of the processing and measurement operators on the expressive power of quantum models

The effect of the processing and measurement operators on the expressive power of quantum models

by Aikaterini, Gratsea, Huembeli, Patrick
Published in arXiv.org (06.11.2022)

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Paper

Towards a heralded eigenstate preserving measurement of multi-qubit parity in circuit QED

Towards a heralded eigenstate preserving measurement of multi-qubit parity in circuit QED

by Huembeli, Patrick, Nigg, Simon E
Published in arXiv.org (06.11.2019)

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Paper Journal Article

Exploring Quantum Perceptron and Quantum Neural Network structures with a teacher-student scheme

Exploring Quantum Perceptron and Quantum Neural Network structures with a teacher-student scheme

by Aikaterini, Gratsea, Huembeli, Patrick
Published in arXiv.org (25.11.2021)

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Paper

Hessian-based toolbox for reliable and interpretable machine learning in physics

Hessian-based toolbox for reliable and interpretable machine learning in physics

by Dawid, Anna, Huembeli, Patrick, Tomza, Michał, Lewenstein, Maciej, Dauphin, Alexandre
Published in arXiv.org (04.08.2021)

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Paper Journal Article

Avoiding local minima in Variational Quantum Algorithms with Neural Networks

Avoiding local minima in Variational Quantum Algorithms with Neural Networks

by Rivera-Dean, Javier, Huembeli, Patrick, Acín, Antonio, Bowles, Joseph
Year of Publication 07.04.2021

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Journal Article

Unsupervised phase discovery with deep anomaly detection

Unsupervised phase discovery with deep anomaly detection

by Kottmann, Korbinian, Huembeli, Patrick, Lewenstein, Maciej, Acin, Antonio
Published in arXiv.org (18.03.2021)

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Paper Journal Article

Towards a scalable discrete quantum generative adversarial neural network

Towards a scalable discrete quantum generative adversarial neural network

by Chaudhary, Smit, Huembeli, Patrick, MacCormack, Ian, Patti, Taylor L, Kossaifi, Jean, Galda, Alexey
Year of Publication 28.09.2022

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Journal Article

Phase Detection with Neural Networks: Interpreting the Black Box

Phase Detection with Neural Networks: Interpreting the Black Box

by Dawid, Anna, Huembeli, Patrick, Tomza, Michał, Lewenstein, Maciej, Dauphin, Alexandre
Published in arXiv.org (12.11.2020)

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Paper Journal Article