Bálint Á. Máté

PhD student
Department of Computer Science
University of Geneva
balint [dot] mate [at] unige [dot] ch

[Google Scholar] [Github] [Twitter]

I'm a third year PhD student in the Machine Learning Group at the University of Geneva, supervised by François Fleuret. I am interested in generative models, geometric methods and in the applications of ML in the sciences.

selected papers
Learning Deformation Trajectories of Boltzmann Densities
B. Máté and F. Fleuret
Physics4ML Workshop @ ICLR 2023 [paper] [twitter]
Flowification: Everything is a Normalizing flow
B. Máté*, S. Klein*, T. Golling, F. Fleuret
NeurIPS 2022 [paper] [code] [summary]
Deformations of Boltzmann Distributions
B. Máté and F. Fleuret
ML for Physics Workshop @ NeurIPS 2022 [paper] [summary]