Patrick Huembeli

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 6

Top Topics

Expressive Power

Aggregate Functions

Manifold Alignment

Top Venues

Quantum Mach. Intell.

Mach. Learn. Sci. Technol.

Publications

Aikaterini Gratsea, Patrick Huembeli
The effect of the processing and measurement operators on the expressive power of quantum models. Quantum Mach. Intell. 5 (2) (2023)
Aikaterini Gratsea, Patrick Huembeli
Exploring quantum perceptron and quantum neural network structures with a teacher-student scheme. Quantum Mach. Intell. 4 (1) (2022)
Patrick Huembeli, Juan Miguel Arrazola, Nathan Killoran, Masoud Mohseni, Peter Wittek
The physics of energy-based models. Quantum Mach. Intell. 4 (1) (2022)
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) (2022)
Aikaterini Gratsea, Patrick Huembeli
The effect of the processing and measurement operators on the expressive power of quantum models. CoRR (2022)
Patrick Huembeli, Alexandre Dauphin, Peter Wittek
Adversarial Domain Adaptation for Identifying Phase Transitions. CoRR (2017)