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Thematic CERN School of Computing on Machine Learning 2025

from Sunday 8 June 2025 (14:00) to Saturday 14 June 2025 (11:00)
Malmö University

        : Sessions
    /     : Talks
        : Breaks
8 Jun 2025
9 Jun 2025
10 Jun 2025
11 Jun 2025
12 Jun 2025
13 Jun 2025
14 Jun 2025
AM
08:45 opening session - Alberto Pace (CERN)   ()
09:45 Machine learning methods: L1 Introduction to Statistics - Toni Sculac (University of Split Faculty of Science (HR))   ()
10:45 Announcements   ()
11:00 --- Coffee break ---
11:30 Machine learning methods: L2 Statistics and Machine Learning - Toni Sculac (University of Split Faculty of Science (HR))   ()
08:45 Machine Learning in Accelerator Technologies: Machine Learning for particle accelerators - Verena Kain (CERN)   ()
09:45 Machine Learning in Accelerator Technologies: Bayesian Optimisation - Verena Kain (CERN)   ()
10:45 Announcements   ()
11:00 --- Coffee break ---
11:30 Machine Learning Methods: L4 Introduction to Deep Learning - Francesco Vaselli (Scuola Normale Superiore & INFN Pisa (IT)) Toni Sculac (University of Split Faculty of Science (HR))   ()
08:45 Machine Learning in Accelerators: Introduction to Reinforcement Learning - Michael Schenk (CERN)   ()
09:45 Machine Learning in Accelerators: Advanced concepts for Reinforcement Learning - Verena Kain (CERN)   ()
10:45 Announcements   ()
11:00 --- Coffee break ---
11:30 Machine Learning methods: exercise 3 - Toni Sculac (University of Split Faculty of Science (HR)) Francesco Vaselli (Scuola Normale Superiore & INFN Pisa (IT))   ()
08:45 Machine learning in Data Analysis: Introduction to Machine Learning for HEP, Anomaly detection and real time applications - Dr Sofia Vallecorsa (CERN)   ()
09:45 Machine learning in Data Analysis: The data reconstruction step - a pattern recognition problem - Dr Sofia Vallecorsa (CERN)   ()
10:45 Announcements   ()
11:00 Group photo   ()
11:05 --- Coffee break ---
11:30 Machine learning in Data Analysis: Generative Models for HEP - Ilaria Luise (CERN)   ()
08:45 Lightning talks   ()
09:45 Machine learning in Data Analysis: Systematics in ML - Ilaria Luise (CERN)   ()
10:45 Announcements   ()
11:00 --- Coffee ---
11:30 Machine learning in Data Analysis: Exercise 3 - Ilaria Luise (CERN) Dr Sofia Vallecorsa (CERN)   ()
08:00 Departures   ()
PM
15:00 Registration at Hotel   ()
18:00 Walk around Malmö   ()
19:30 --- Welcome dinner ---
12:30 --- Lunch ---
13:30 Machine learning methods: L3 Classical Machine Learning - Toni Sculac (University of Split Faculty of Science (HR))   ()
14:30 Machine Learning methods: excercise 1 - Francesco Vaselli (Scuola Normale Superiore & INFN Pisa (IT)) Toni Sculac (University of Split Faculty of Science (HR))   ()
15:30 --- Coffee break ---
16:00 Machine Learning methods: excercise 2 - Toni Sculac (University of Split Faculty of Science (HR)) Francesco Vaselli (Scuola Normale Superiore & INFN Pisa (IT))   ()
17:00 Study time or daily sports   ()
19:00 --- Dinner ---
12:30 --- Lunch ---
13:30 Machine Learning Methods: L5 Advanced Deep Learning - Francesco Vaselli (Scuola Normale Superiore & INFN Pisa (IT)) Toni Sculac (University of Split Faculty of Science (HR))   ()
14:30 --- Coffee break ---
15:00 Machine learning in accelerators: Exercise 1 - Michael Schenk (CERN) Verena Kain (CERN)   ()
16:00 Machine learning in accelerators: Exercise 2 - Verena Kain (CERN) Michael Schenk (CERN)   ()
17:00 Study time or daily sports   ()
19:00 --- Dinner ---
12:30 --- Lunch ---
13:15 Afternoon activity   ()
19:00 --- Dinner ---
12:30 --- Lunch ---
13:30 Machine learning in Data Analysis: Exercise 1 - Dr Sofia Vallecorsa (CERN) Ilaria Luise (CERN)   ()
14:30 Machine learning in Data Analysis: Exercise 2 - Ilaria Luise (CERN) Dr Sofia Vallecorsa (CERN)   ()
15:30 --- Coffee break ---
16:00 Machine learning in accelerators: Exercise 3 - Verena Kain (CERN)   ()
17:00 Study time or daily sports   ()
19:00 --- Dinner ---
12:30 --- Lunch ---
13:30 Exam   ()
14:30 --- Break ---
15:00 Closing ceremony - Alberto Pace (CERN)   ()
16:00 Sports and leisure time   ()
18:00 --- Boule games and dinner at Malmö Boulebar ---
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