9–12 Sept 2024
Imperial College London
Europe/London timezone

Conditional generation

12 Sept 2024, 12:10
25m
Lecture Theatre 2, Blackett Laboratory (Imperial College London)

Lecture Theatre 2, Blackett Laboratory

Imperial College London

Speaker

Tobias Golling (Universite de Geneve (CH))

Description

“If you can simulate it, you can learn it.” The concept of conditional generation is powerful and versatile. The heavy lifting is distributed over a generator of a latent distribution of interest and an embedding network to encode the information contained in the data. Concrete applications to the reconstruction of neutrino kinematics in LHC collisions and associated interpretability questions will be presented.

Presentation materials