2nd Terascale School of Machine Learning
from
Monday 1 March 2021 (09:00)
to
Wednesday 10 March 2021 (18:30)
Monday 1 March 2021
09:00
Welcome
-
Isabell-A. Melzer-Pellmann
(
DESY
)
Welcome
Isabell-A. Melzer-Pellmann
(
DESY
)
09:00 - 09:05
09:05
Introduction
-
Peter Steinbach
(
HZDR
)
Introduction
Peter Steinbach
(
HZDR
)
09:05 - 09:35
09:45
Lesson 1
-
Peter Steinbach
(
HZDR
)
Lesson 1
Peter Steinbach
(
HZDR
)
09:45 - 10:45
10:45
Coffee break
Coffee break
10:45 - 11:15
11:15
Lesson 2
-
Peter Steinbach
(
HZDR
)
Lesson 2
Peter Steinbach
(
HZDR
)
11:15 - 12:15
12:15
Feedback to lesson 1 and 2
Feedback to lesson 1 and 2
12:15 - 12:45
Tuesday 2 March 2021
09:00
Lesson 3
-
Peter Steinbach
(
HZDR
)
Lesson 3
Peter Steinbach
(
HZDR
)
09:00 - 10:00
10:00
Lesson 4
-
Peter Steinbach
(
HZDR
)
Lesson 4
Peter Steinbach
(
HZDR
)
10:00 - 11:00
10:15
Coffee break
Coffee break
10:15 - 10:45
11:00
Lesson 5
-
Peter Steinbach
(
HZDR
)
Lesson 5
Peter Steinbach
(
HZDR
)
11:00 - 12:00
12:15
Feedback to lesson 3-5
-
Peter Steinbach
(
HZDR
)
Feedback to lesson 3-5
Peter Steinbach
(
HZDR
)
12:15 - 12:45
Wednesday 3 March 2021
09:00
Lesson 6
-
Peter Steinbach
(
HZDR
)
Lesson 6
Peter Steinbach
(
HZDR
)
09:00 - 10:00
10:00
Lesson 7
-
Peter Steinbach
(
HZDR
)
Lesson 7
Peter Steinbach
(
HZDR
)
10:00 - 11:00
10:15
Coffee break
Coffee break
10:15 - 10:45
11:00
Lesson 8
-
Peter Steinbach
(
HZDR
)
Lesson 8
Peter Steinbach
(
HZDR
)
11:00 - 12:00
12:15
Feedback to lesson 6-8
-
Peter Steinbach
(
HZDR
)
Feedback to lesson 6-8
Peter Steinbach
(
HZDR
)
12:15 - 12:45
Thursday 4 March 2021
09:00
Network architectures (with focus on convolutional and graph NNs)
-
Jean-Roch Vlimant
Network architectures (with focus on convolutional and graph NNs)
Jean-Roch Vlimant
09:00 - 10:30
10:30
Coffee break
Coffee break
10:30 - 11:00
11:00
Network architectures (with focus on convolutional and graph NNs)
-
Jean-Roch Vlimant
Network architectures (with focus on convolutional and graph NNs)
Jean-Roch Vlimant
11:00 - 12:30
Friday 5 March 2021
09:00
Generative networks (GANs and VAEs)
-
Jonas Glombitza
(
RWTH Aachen
)
Generative networks (GANs and VAEs)
Jonas Glombitza
(
RWTH Aachen
)
09:00 - 10:30
10:30
Coffee break
Coffee break
10:30 - 11:00
11:00
Generative networks (GANs and VAEs)
-
Jonas Glombitza
(
RWTH Aachen
)
Generative networks (GANs and VAEs)
Jonas Glombitza
(
RWTH Aachen
)
11:00 - 12:30
Saturday 6 March 2021
Sunday 7 March 2021
Monday 8 March 2021
09:00
Normalizing Flows
-
Ullrich Köthe
Normalizing Flows
Ullrich Köthe
09:00 - 10:30
10:30
Coffee break
Coffee break
10:30 - 11:00
11:00
Normalizing Flows
-
Gregor Kasieczka
(
Institut fuer Experimentalphysik / UHH
)
Sascha Daniel Diefenbacher
(
Universität Hamburg
)
Tobias Lösche
(
UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik)
)
Manuel Roland Sommerhalder
(
UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik)
)
Normalizing Flows
Gregor Kasieczka
(
Institut fuer Experimentalphysik / UHH
)
Sascha Daniel Diefenbacher
(
Universität Hamburg
)
Tobias Lösche
(
UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik)
)
Manuel Roland Sommerhalder
(
UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik)
)
11:00 - 12:30
Tuesday 9 March 2021
14:00
Weak classification and anomaly detection
-
David Shih
(
Rutgers University
)
Weak classification and anomaly detection
David Shih
(
Rutgers University
)
14:00 - 15:30
15:30
Coffee break
Coffee break
15:30 - 16:00
16:00
Weak classification and anomaly detection
-
David Shih
(
Rutgers University
)
Weak classification and anomaly detection
David Shih
(
Rutgers University
)
16:00 - 17:30
Wednesday 10 March 2021
14:00
Machine learning on FPGAs
-
Sioni Summers
(
CERN
)
Jennifer Ngadiuba
Machine learning on FPGAs
Sioni Summers
(
CERN
)
Jennifer Ngadiuba
14:00 - 15:30
15:30
Coffee break
Coffee break
15:30 - 16:00
16:00
Machine learning on FPGAs
-
Jennifer Ngadiuba
Sioni Summers
(
CERN
)
Machine learning on FPGAs
Jennifer Ngadiuba
Sioni Summers
(
CERN
)
16:00 - 17:30