Machine learning mini-workshop

Wednesday Apr 15, 2020, 8:30 AM → 1:00 PM Europe/Berlin

In the clouds... (https://rwth.zoom.us/j/297702399; Meeting ID: 297-702-399)

Michael Krämer (RWTH Aachen University)

A half-day event to present and discuss machine learning activities within the CRC

8:45 AM → 9:30 AM Overview and Introduction

8:45 AM Generative Adversarial Networks

Speaker: Anja Butter (University of Heidelberg)

9:30 AM → 10:45 AM Heidelberg acitivities

9:30 AM Bayesian Networks and Uncertainties

Speaker: Michel Luchmann (University of Heidelberg)

9:55 AM Capsules Instead of CNNs

Speaker: Sascha Diefenbacher (University of Heidelberg)

10:20 AM Autoencoders

Speaker: Theo Heimel (University of Heidelberg)

10:45 AM → 11:00 AM coffee

11:00 AM → 11:45 AM Invited talk

11:00 AM Neural Network-based Top Tagger withTwo-Point Energy Correlations and Geometry of Soft Emissions

Speaker: Mihoko Nojiri (IPNS, KEK)

11:45 AM → 12:55 PM Aachen activities

11:45 AM Casting a ParticleNet to catch dark showers

Speaker: Elias Bernreuther (RWTH Aachen University)

12:10 PM Autoencoder frustration

Speaker: Thorben Finke (RWTH Aachen University)

12:35 PM ML ideas for astroparticle physics

Speaker: Silvia Manconi (RWTH Aachen University)