Adversarial Domain Adaptation for Identifying Phase Transitions. - Patrick Huembeli; Alexandre Dauphin; Peter Wittek (CoRR, 2017)

Hessian-based toolbox for reliable and interpretable machine learning in physics. - Anna Dawid; Patrick Huembeli; Michal Tomza; Maciej Lewenstein; Alexandre Dauphin (Mach. Learn. Sci. Technol., 2022)

Exploring quantum perceptron and quantum neural network structures with a teacher-student scheme. - Aikaterini Gratsea; Patrick Huembeli (Quantum Mach. Intell., 2022)

The physics of energy-based models. - Patrick Huembeli; Juan Miguel Arrazola; Nathan Killoran; Masoud Mohseni; Peter Wittek (Quantum Mach. Intell., 2022)

The effect of the processing and measurement operators on the expressive power of quantum models. - Aikaterini Gratsea; Patrick Huembeli (Quantum Mach. Intell., 2023)