CERN openlab workshop on Machine Learning and Data Analytics

Contribution List

1. Welcome and Workshop Goals

27/04/2017, 09:30

10. Anomaly Detection and Preemptive Maintenance in Industrial Control Systems

Filippo Maria Tilaro (CERN)

27/04/2017, 09:35

9. Machine Learning in Data Quality Monitoring

Virginia Azzolini (Massachusetts Inst. of Technology (US))

27/04/2017, 09:55

12. Analytics for Infrastructure Optimisations

Dirk Duellmann (CERN)

27/04/2017, 10:10

7. Discussion and Feedback from Industry

27/04/2017, 10:25

2. Machine Learning in Simulation

Dr Sofia Vallecorsa (Gangneung-Wonju National University (KR))

27/04/2017, 11:10

5. Machine Learning in Root

Lorenzo Moneta (CERN)

27/04/2017, 11:30

20. Discussion and Feedback from Industry

27/04/2017, 11:45

11. Machine Learning and Event Classification in trigger

Vladimir Gligorov (Centre National de la Recherche Scientifique (FR))

27/04/2017, 13:30

3. Machine Learning in Reconstruction

Maurizio Pierini (CERN)

27/04/2017, 13:50

4. Deep Learning In low signal/background environments

Michele Floris (CERN)

27/04/2017, 14:20

17. Discussion and Feedback from industry

27/04/2017, 14:40

19. Data Analytics in Physics Data Reduction

Oliver Gutsche (Fermi National Accelerator Lab. (US))

27/04/2017, 15:35

18. Machine Learning in Medical Applications

Marco Manca (SCimPULSE foundation (NL))

27/04/2017, 15:50

15. IT-DB Data Analytics services and evolution

Luca Canali (CERN)

27/04/2017, 16:05

13. Discussion and Feedback from Industry

27/04/2017, 16:20

6. Discussion and Feedback from Industry

23. Discussion and Feedback from industry

8. Lunch break

21. Machine leaning techniques for physics object identification

16. Machine Learning for event reconstruction in LArTPC

14. Requirements on hardware

22. Vidyo set up