Alexandre Dauphin

According to our database, Alexandre Dauphin authored at least 8 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Characterizing out-of-distribution generalization of neural networks: application to the disordered Su-Schrieffer-Heeger model.

Kacper Cybinski, Marcin Plodzien, Michal Tomza, Maciej Lewenstein, Alexandre Dauphin, Anna Dawid

Mach. Learn. Sci. Technol., 2025

2024

A hybrid quantum algorithm to detect conical intersections.

Emiel Koridon, Joana Fraxanet, Alexandre Dauphin, Lucas Visscher, Thomas E. O'Brien, Stefano Polla

Quantum, February, 2024

Optimization of Quantum Systems Emulation via a Variant of the Bandwidth Minimization Problem.

Mohamed Yassine Naghmouchi, Joseph Vovrosh, Wesley da Silva Coelho, Alexandre Dauphin

Proceedings of the 10th International Conference on Control, 2024

2023

Learning minimal representations of stochastic processes with variational autoencoders.

Gabriel Fernández-Fernández, Carlo Manzo, Maciej Lewenstein, Alexandre Dauphin, Gorka Muñoz-Gil

CoRR, 2023

2022

Citizen Science to Assess Light Pollution with Mobile Phones.

Gorka Muñoz-Gil, Alexandre Dauphin, Federica A. Beduini, Alejandro Sánchez de Miguel

Remote. Sens., 2022

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

2021

Unsupervised machine learning of topological phase transitions from experimental data.

Niklas Käming, Anna Dawid, Korbinian Kottmann, Maciej Lewenstein, Klaus Sengstock, Alexandre Dauphin, Christof Weitenberg

Mach. Learn. Sci. Technol., September, 2021

2017

Adversarial Domain Adaptation for Identifying Phase Transitions.

Patrick Huembeli, Alexandre Dauphin, Peter Wittek

CoRR, 2017