Alexandre Dauphin

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 6

Top Topics

Stochastic Processes

Random Constraint Satisfaction Problems

Cellular Automata

Top Venues

Mach. Learn. Sci. Technol.

Publications

Emiel Koridon, Joana Fraxanet, Alexandre Dauphin, Lucas Visscher, Thomas E. O'Brien, Stefano Polla
A hybrid quantum algorithm to detect conical intersections. Quantum 8 (2024)
Gabriel Fernández-Fernández, Carlo Manzo, Maciej Lewenstein, Alexandre Dauphin, Gorka Muñoz-Gil
Learning minimal representations of stochastic processes with variational autoencoders. CoRR (2023)
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)
Gorka Muñoz-Gil, Alexandre Dauphin, Federica A. Beduini, Alejandro Sánchez de Miguel
Citizen Science to Assess Light Pollution with Mobile Phones. Remote. Sens. 14 (19) (2022)
Niklas Käming, Anna Dawid, Korbinian Kottmann, Maciej Lewenstein, Klaus Sengstock, Alexandre Dauphin, Christof Weitenberg
Unsupervised machine learning of topological phase transitions from experimental data. Mach. Learn. Sci. Technol. 2 (3) (2021)
Patrick Huembeli, Alexandre Dauphin, Peter Wittek
Adversarial Domain Adaptation for Identifying Phase Transitions. CoRR (2017)