ML4Physics@Ljubljana school
from
Thursday 26 June 2025 (08:30)
to
Wednesday 2 July 2025 (21:30)
Monday 23 June 2025
Tuesday 24 June 2025
Wednesday 25 June 2025
Thursday 26 June 2025
09:00
Machine Learning Fundamentals 1
-
Lorenzo Moneta
(
CERN
)
Machine Learning Fundamentals 1
Lorenzo Moneta
(
CERN
)
09:00 - 10:30
Room: Lecture rooms F1, F2
Real Time Machine Learning 1
-
Thea Aarrestad
(
ETH Zurich (CH)
)
Real Time Machine Learning 1
Thea Aarrestad
(
ETH Zurich (CH)
)
09:00 - 10:30
Room: Lecture rooms F1, F2
10:30
break
break
10:30 - 11:00
Room: Lecture rooms F1, F2
11:00
Machine Learning Fundamentals 1
-
Lorenzo Moneta
(
CERN
)
Machine Learning Fundamentals 1
Lorenzo Moneta
(
CERN
)
11:00 - 12:30
Room: Lecture rooms F1, F2
Real Time Machine Learning 1
-
Thea Aarrestad
(
ETH Zurich (CH)
)
Real Time Machine Learning 1
Thea Aarrestad
(
ETH Zurich (CH)
)
11:00 - 12:30
Room: Lecture rooms F1, F2
12:30
lunch
lunch
12:30 - 14:00
Room: Lecture rooms F1, F2
14:00
Machine Learning Fundamentals Exercises 1
-
Lorenzo Moneta
(
CERN
)
Machine Learning Fundamentals Exercises 1
Lorenzo Moneta
(
CERN
)
14:00 - 15:30
Room: Lecture rooms F1, F2
Real Time Machine Learning Exercises 1
-
Thea Aarrestad
(
ETH Zurich (CH)
)
Real Time Machine Learning Exercises 1
Thea Aarrestad
(
ETH Zurich (CH)
)
14:00 - 15:30
Room: Lecture rooms F1, F2
15:30
break
break
15:30 - 16:00
Room: Lecture rooms F1, F2
16:00
Machine Learning Fundamentals Exercises 1
-
Lorenzo Moneta
(
CERN
)
Machine Learning Fundamentals Exercises 1
Lorenzo Moneta
(
CERN
)
16:00 - 17:30
Room: Lecture rooms F1, F2
Real Time Machine Learning Exercises 1
-
Thea Aarrestad
(
ETH Zurich (CH)
)
Real Time Machine Learning Exercises 1
Thea Aarrestad
(
ETH Zurich (CH)
)
16:00 - 17:30
Room: Lecture rooms F1, F2
Friday 27 June 2025
09:00
Machine Learning Fundamentals 2
-
Lorenzo Moneta
(
CERN
)
Machine Learning Fundamentals 2
Lorenzo Moneta
(
CERN
)
09:00 - 10:30
Room: Lecture rooms F1, F2
Real Time Machine Learning 2
-
Thea Aarrestad
(
ETH Zurich (CH)
)
Real Time Machine Learning 2
Thea Aarrestad
(
ETH Zurich (CH)
)
09:00 - 10:30
Room: Lecture rooms F1, F2
10:30
break
break
10:30 - 11:00
Room: Lecture rooms F1, F2
11:00
Machine Learning Fundamentals 2
-
Lorenzo Moneta
(
CERN
)
Machine Learning Fundamentals 2
Lorenzo Moneta
(
CERN
)
11:00 - 12:30
Room: Lecture rooms F1, F2
Real Time Machine Learning 2
-
Thea Aarrestad
(
ETH Zurich (CH)
)
Real Time Machine Learning 2
Thea Aarrestad
(
ETH Zurich (CH)
)
11:00 - 12:30
Room: Lecture rooms F1, F2
12:30
lunch
lunch
12:30 - 14:00
Room: Lecture rooms F1, F2
14:00
Machine Learning Fundamentals Exercises 2
-
Lorenzo Moneta
(
CERN
)
Machine Learning Fundamentals Exercises 2
Lorenzo Moneta
(
CERN
)
14:00 - 15:30
Room: Lecture rooms F1, F2
Real Time Machine Learning Exercises 2
-
Thea Aarrestad
(
ETH Zurich (CH)
)
Real Time Machine Learning Exercises 2
Thea Aarrestad
(
ETH Zurich (CH)
)
14:00 - 15:30
Room: Lecture rooms F1, F2
15:30
break
break
15:30 - 16:00
Room: Lecture rooms F1, F2
16:00
Machine Learning Fundamentals Exercises 2
-
Lorenzo Moneta
(
CERN
)
Machine Learning Fundamentals Exercises 2
Lorenzo Moneta
(
CERN
)
16:00 - 17:30
Room: Lecture rooms F1, F2
Real Time Machine Learning Exercises 2
-
Thea Aarrestad
(
ETH Zurich (CH)
)
Real Time Machine Learning Exercises 2
Thea Aarrestad
(
ETH Zurich (CH)
)
16:00 - 17:30
Room: Lecture rooms F1, F2
20:30
Keynote 1
-
Uros Seljak
(
UC Berkley
)
Keynote 1
Uros Seljak
(
UC Berkley
)
20:30 - 21:30
Room: Lecture rooms F1, F2
Saturday 28 June 2025
09:00
Machine Learning Fundamentals 3
-
Lorenzo Moneta
(
CERN
)
Machine Learning Fundamentals 3
Lorenzo Moneta
(
CERN
)
09:00 - 10:30
Room: Lecture rooms F1, F2
Real Time Machine Learning 3
-
Thea Aarrestad
(
ETH Zurich (CH)
)
Real Time Machine Learning 3
Thea Aarrestad
(
ETH Zurich (CH)
)
09:00 - 10:30
Room: Lecture rooms F1, F2
10:30
break
break
10:30 - 11:00
Room: Lecture rooms F1, F2
11:00
Machine Learning Fundamentals 3
-
Lorenzo Moneta
(
CERN
)
Machine Learning Fundamentals 3
Lorenzo Moneta
(
CERN
)
11:00 - 12:30
Room: Lecture rooms F1, F2
Real Time Machine Learning 3
-
Thea Aarrestad
(
ETH Zurich (CH)
)
Real Time Machine Learning 3
Thea Aarrestad
(
ETH Zurich (CH)
)
11:00 - 12:30
Room: Lecture rooms F1, F2
12:30
lunch
lunch
12:30 - 14:00
Room: Lecture rooms F1, F2
14:00
Machine Learning Fundamentals Exercises 3
-
Lorenzo Moneta
(
CERN
)
Machine Learning Fundamentals Exercises 3
Lorenzo Moneta
(
CERN
)
14:00 - 15:30
Room: Lecture rooms F1, F2
Real Time Machine Learning Exercises 3
-
Thea Aarrestad
(
ETH Zurich (CH)
)
Real Time Machine Learning Exercises 3
Thea Aarrestad
(
ETH Zurich (CH)
)
14:00 - 15:30
Room: Lecture rooms F1, F2
15:30
break
break
15:30 - 16:00
Room: Lecture rooms F1, F2
16:00
Machine Learning Fundamentals Exercises 3
-
Lorenzo Moneta
(
CERN
)
Machine Learning Fundamentals Exercises 3
Lorenzo Moneta
(
CERN
)
16:00 - 17:30
Room: Lecture rooms F1, F2
Real Time Machine Learning Exercises 3
-
Thea Aarrestad
(
ETH Zurich (CH)
)
Real Time Machine Learning Exercises 3
Thea Aarrestad
(
ETH Zurich (CH)
)
16:00 - 17:30
Room: Lecture rooms F1, F2
Sunday 29 June 2025
09:00
free
free
09:00 - 14:00
Room: Lecture rooms F1, F2
14:00
Explainability in machine learning
-
Saso Dzeroski
Explainability in machine learning
Saso Dzeroski
14:00 - 15:30
Room: Lecture rooms F1, F2
Foundation models
-
Anna Hallin
(
University of Hamburg
)
Foundation models
Anna Hallin
(
University of Hamburg
)
14:00 - 15:30
Room: Lecture rooms F1, F2
15:30
break
break
15:30 - 16:00
Room: Lecture rooms F1, F2
16:00
Explainability in machine learning exercises
-
Saso Dzeroski
Explainability in machine learning exercises
Saso Dzeroski
16:00 - 17:30
Room: Lecture rooms F1, F2
Foundation models exercises
-
Anna Hallin
(
University of Hamburg
)
Foundation models exercises
Anna Hallin
(
University of Hamburg
)
16:00 - 17:30
Room: Lecture rooms F1, F2
Monday 30 June 2025
09:00
Machine Learning and Unfolding
-
Sofia Palacios Schweitzer
Machine Learning and Unfolding
Sofia Palacios Schweitzer
09:00 - 10:30
Room: Lecture rooms F1, F2
10:30
break
break
10:30 - 11:00
Room: Lecture rooms F1, F2
11:00
Machine Learning and Unfolding
-
Sofia Palacios Schweitzer
Machine Learning and Unfolding
Sofia Palacios Schweitzer
11:00 - 12:30
Room: Lecture rooms F1, F2
12:30
lunch
lunch
12:30 - 14:00
Room: Lecture rooms F1, F2
14:00
Machine Learning and Unfolding Exercises 1
-
Sofia Palacios Schweitzer
Machine Learning and Unfolding Exercises 1
Sofia Palacios Schweitzer
14:00 - 15:30
Room: Lecture rooms F1, F2
15:30
break
break
15:30 - 16:00
Room: Lecture rooms F1, F2
16:00
Machine Learning and Unfolding Exercises 1
-
Sofia Palacios Schweitzer
Machine Learning and Unfolding Exercises 1
Sofia Palacios Schweitzer
16:00 - 17:30
Room: Lecture rooms F1, F2
19:30
Social Dinner
Social Dinner
19:30 - 21:30
Room: Lecture rooms F1, F2
Tuesday 1 July 2025
09:00
Statistics and ML
-
Lydia Brenner
(
Nikhef National institute for subatomic physics (NL)
)
Statistics and ML
Lydia Brenner
(
Nikhef National institute for subatomic physics (NL)
)
09:00 - 10:30
Room: Lecture rooms F1, F2
10:30
break
break
10:30 - 11:00
Room: Lecture rooms F1, F2
11:00
Statistics and ML
-
Lydia Brenner
(
Nikhef National institute for subatomic physics (NL)
)
Statistics and ML
Lydia Brenner
(
Nikhef National institute for subatomic physics (NL)
)
11:00 - 12:30
Room: Lecture rooms F1, F2
12:30
lunch
lunch
12:30 - 14:00
Room: Lecture rooms F1, F2
14:00
Statistics and ML - Exercises
-
Lydia Brenner
(
Nikhef National institute for subatomic physics (NL)
)
Statistics and ML - Exercises
Lydia Brenner
(
Nikhef National institute for subatomic physics (NL)
)
14:00 - 15:30
Room: Lecture rooms F1, F2
15:30
break
break
15:30 - 16:00
Room: Lecture rooms F1, F2
16:00
Statistics and ML - Exercises
-
Lydia Brenner
(
Nikhef National institute for subatomic physics (NL)
)
Statistics and ML - Exercises
Lydia Brenner
(
Nikhef National institute for subatomic physics (NL)
)
16:00 - 17:30
Room: Lecture rooms F1, F2
20:30
Keynote 2
Keynote 2
20:30 - 21:30
Room: Lecture rooms F1, F2
Wednesday 2 July 2025
09:00
Uncertainty quantification
-
Luigi Favaro
(
Universite Catholique de Louvain (UCL) (BE)
)
Uncertainty quantification
Luigi Favaro
(
Universite Catholique de Louvain (UCL) (BE)
)
09:00 - 10:30
Room: Lecture rooms F1, F2
10:30
break
break
10:30 - 11:00
Room: Lecture rooms F1, F2
11:00
Uncertainty quantification
-
Luigi Favaro
(
Universite Catholique de Louvain (UCL) (BE)
)
Uncertainty quantification
Luigi Favaro
(
Universite Catholique de Louvain (UCL) (BE)
)
11:00 - 12:30
Room: Lecture rooms F1, F2
12:30
lunch
lunch
12:30 - 14:00
Room: Lecture rooms F1, F2
14:00
Uncertainty quantification Exercises
-
Luigi Favaro
(
Universite Catholique de Louvain (UCL) (BE)
)
Uncertainty quantification Exercises
Luigi Favaro
(
Universite Catholique de Louvain (UCL) (BE)
)
14:00 - 15:30
Room: Lecture rooms F1, F2
15:30
break
break
15:30 - 16:00
Room: Lecture rooms F1, F2
16:00
Uncertainty quantification Exercises
-
Luigi Favaro
(
Universite Catholique de Louvain (UCL) (BE)
)
Uncertainty quantification Exercises
Luigi Favaro
(
Universite Catholique de Louvain (UCL) (BE)
)
16:00 - 17:30
Room: Lecture rooms F1, F2