Summer School Program

Time \ Day Monday, 12.09.2022 Tuesday, 13.09.2022 Wednesday, 14.09.2022 Thursday, 15.09.2022 Friday, 16.09.2022
08:00 - 09:00 Check-In
09:00-10:30
Welcome breakfast and introduction
Katharina Morik
Deep learning on FPGAs
Wayne Luk
Ce Guo
Inverse problems and their solutions
Michael Schmelling
Randomised Bayesian inference
Han Cheng Lie
A Painless Introduction to Coresets
Chris Schwiegelshohn
10:30 - 11:00 Coffee Break Coffee Break Coffee Break Coffee Break Coffee Break
11:00 - 12:30
Matrix factorizations
Sibylle Hess
Generalization in Deep Learning
Satrajit (Sat) Chatterjee
Efficient Federated Learning
Michael Kamp
Hackathon
Hackathon (live event)
12:30 - 14:00 Lunch Break Lunch Break Lunch Break Lunch Break Lunch Break
14:00 - 15:00
Student's Corner
Student's Corner
Student's Corner
Hackathon
Hackathon (live event)
15:00 - 15:30 Coffee Break Coffee Break Coffee Break Coffee Break Closing
15:30 - 17:00
Machine Learning Applications in Astroparticle Physics
Tim Ruhe
Counterfactual Evaluation and Learning for Interactive Systems
Thorsten Joachims
Zero-Power Machine Learning
Andres Gomez
Hackathon
17:00 - 17:30 Break Break Break Break
17:30 - 18:30
Transparent, adaptable, and reproducible data analysis with Snakemake
Johannes Köster
Note: Lecture Ends at 19:00h
Hackathon Lecture: Predicting Virus-Like Particles in Liquid Samples
Frank Weichert
Roland Hergenröder
Embedded Crowdsensing for Pavement Monitoring and its Incentive Mechanisms
Liang (Leon) Cheng
Hackathon
18:30 - 19:30 Snakemake until 19:00h Transfer to dinner location
19:30 - 22:30
Banquet dinner
Hackathon
Monday, 12.09.2022
08:00 - 09:00 Check-In
09:00-10:30
Welcome breakfast and introduction
Katharina Morik
10:30 - 11:00 Coffee Break
11:00 - 12:30
Matrix factorizations
Sibylle Hess
12:30 - 14:00 Lunch Break
14:00 - 15:00
Student's Corner
15:00 - 15:30 Coffee Break
15:30 - 17:00
Machine Learning Applications in Astroparticle Physics
Tim Ruhe
17:00 - 17:30 Break
17:30 - 18:30
Transparent, adaptable, and reproducible data analysis with Snakemake
Johannes Köster
18:30 - 19:30 Snakemake until 19:00h
Tuesday, 13.09.2022
09:00-10:30
Deep learning on FPGAs
Wayne Luk Ce Guo
10:30 - 11:00 Coffee Break
11:00 - 12:30
Generalization in Deep Learning
Satrajit (Sat) Chatterjee
12:30 - 14:00 Lunch Break
14:00 - 15:00
Student's Corner
15:00 - 15:30 Coffee Break
15:30 - 17:00
Counterfactual Evaluation and Learning for Interactive Systems
Thorsten Joachims
17:00 - 17:30 Break
17:30 - 18:30
Hackathon Lecture: Predicting Virus-Like Particles in Liquid Samples
Frank Weichert Roland Hergenröder
Wednesday, 14.09.2022
09:00-10:30
Inverse problems and their solutions
Michael Schmelling
10:30 - 11:00 Coffee Break
11:00 - 12:30
Efficient Federated Learning
Michael Kamp
12:30 - 14:00 Lunch Break
14:00 - 15:00
Student's Corner
15:00 - 15:30 Coffee Break
15:30 - 17:00
Zero-Power Machine Learning
Andres Gomez
17:00 - 17:30 Break
17:30 - 18:30
Embedded Crowdsensing for Pavement Monitoring and its Incentive Mechanisms
Liang (Leon) Cheng
18:30 - 19:30 Transfer to dinner location
19:30 - 22:30
Banquet dinner
Thursday, 15.09.2022
09:00-10:30
Randomised Bayesian inference
Han Cheng Lie
10:30 - 11:00 Coffee Break
11:00 - 12:30
Hackathon
12:30 - 14:00 Lunch Break
14:00 - 15:00
Hackathon
15:00 - 15:30 Coffee Break
15:30 - 17:00
Hackathon
17:00 - 17:30 Break
17:30 - 18:30
Hackathon
19:30 - 22:30
Hackathon
Friday, 16.09.2022
09:00-10:30
A Painless Introduction to Coresets
Chris Schwiegelshohn
10:30 - 11:00 Coffee Break
11:00 - 12:30
Hackathon (live event)
12:30 - 14:00 Lunch Break
14:00 - 15:00
Hackathon (live event)
15:00 - 15:30 Closing