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Patrick Huembeli

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Journal Articles

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2023
[j4]
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  - journals/qmi/GratseaH23
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  - https://dblp.org/rec/journals/qmi/GratseaH23
Aikaterini Gratsea, Patrick Huembeli:
The effect of the processing and measurement operators on the expressive power of quantum models. Quantum Mach. Intell. 5(2): 1-12 (2023)
2022
[j3]
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  - journals/mlst/DawidHTLD22
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Anna Dawid, Patrick Huembeli, Michal Tomza, Maciej Lewenstein, Alexandre Dauphin:
Hessian-based toolbox for reliable and interpretable machine learning in physics. Mach. Learn. Sci. Technol. 3(1): 15002 (2022)
[j2]
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Aikaterini Gratsea, Patrick Huembeli:
Exploring quantum perceptron and quantum neural network structures with a teacher-student scheme. Quantum Mach. Intell. 4(1) (2022)
[j1]
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Patrick Huembeli, Juan Miguel Arrazola, Nathan Killoran, Masoud Mohseni, Peter Wittek:
The physics of energy-based models. Quantum Mach. Intell. 4(1) (2022)

Informal and Other Publications

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2022
[i2]
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  - journals/corr/abs-2211-03101
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Aikaterini Gratsea, Patrick Huembeli:
The effect of the processing and measurement operators on the expressive power of quantum models. CoRR abs/2211.03101 (2022)
2017
[i1]
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  - journals/corr/abs-1710-08382
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Patrick Huembeli, Alexandre Dauphin, Peter Wittek:
Adversarial Domain Adaptation for Identifying Phase Transitions. CoRR abs/1710.08382 (2017)

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