1st Pan-European Advanced School on Statistics in High Energy Physics

Session

Session 4

30 Oct 2019, 09:00

SR 4a/b (DESY Hamburg)

7. Generative Models

Gregor Kasieczka (Institut fuer Experimentalphysik / UHH)

30/10/2019, 09:00

Lecture: - Adversarial Training - Generative Models (GAN, WGAN, Autoencoder, Variational Autoencoder) - Bonus topics: Bayesian networks, Autoencoders for anomalies

8. Variational Autoencoder Tutorial

Gregor Kasieczka (Institut fuer Experimentalphysik / UHH)

30/10/2019, 11:00

Training generative models on image data