First ML-INFN Hackathon

from Monday, 7 June 2021 (09:00) to Wednesday, 9 June 2021 (18:00)
Zoom

        : Sessions
    /     : Talks
        : Breaks
7 Jun 2021
8 Jun 2021
9 Jun 2021
AM
09:00 Introduction and logistics - Tommaso Boccali (PI)   ()
09:20
Introduction (until 11:15) ()
09:20 What is Machine Learning and why it is relevant to INFN - Daniele Bonacorsi (BO)   ()
10:10 Neural Networks: principles and common architectures - Stefano Giagu (ROMA1)   ()
11:15 --- Break ---
11:30
Introduction (until 12:30) ()
11:30 INFN-Cloud, and how to use it for ML_INFN - Daniele Spiga (PG)   ()
09:00 ML for applications in High Energy Physics - Tommaso Dorigo (PD)   ()
09:30 ML Basics: hands-on on a simple categorization example in HEP - Lucio Anderlini (FI)   ()
10:15
ML Basics - Alessandro Bombini (FI) (until 11:15) ()
11:15 --- Coffee break ---
11:30
Hands-on - Andrea Rizzi (INFN Pisa) Andrea Rizzi (PI) (until 12:30) ()
09:00
Hackathon introduction (until 09:30) ()
09:00 Discrimination of hadronic jets from light and heavy flavours @ LHC - Tommaso Boccali (PI)   ()
09:10 Autoencoders for VIRGO GW signal analysis - Nunziato Sorrentino (Istituto Nazionale di Fisica Nucleare)   ()
09:20 Classification of lesions in medical physics - Alessandra Retico (PI)   ()
09:30
Hands-on (until 12:55) ()
PM
12:30 --- Lunch break ---
13:45
Hands-on (until 16:15) ()
13:45 Hands-on - Playing with CERN Open Data with numpy, pandas and pyplot - Lucio Anderlini (FI)   ()
15:00 Introduction to keras - Andrea Rizzi (INFN Pisa) Andrea Rizzi (PI)   ()
15:30 Hands-on - Introduction to keras - Andrea Rizzi (PI) Andrea Rizzi (INFN Pisa)   ()
12:30 ML for applications in medical physics of INFN interest - Alessandra Retico (PI)   ()
13:00 --- Lunch break ---
14:15
Hands-on (until 16:15) ()
13:00 --- Lunch break ---
14:30
Hackathon introduction (until 16:30) ()
16:30 How to access INFNCloud - Doina Cristina Duma (CNAF) Daniele Spiga (PG)   ()