Name: Seventh Machine Learning in High Energy Physics Summer School 2021
Start: 2021-07-15T09:00:00+02:00
End: 2021-07-30T20:30:00+02:00
Location: Zoom

Monday 12 July 2021
Tuesday 13 July 2021
Wednesday 14 July 2021
Thursday 15 July 2021
13:00 Welcome, opening words - Andrey Ustyuzhanin (Yandex School of Data Analysis (RU))
Welcome, opening words
- Andrey Ustyuzhanin (Yandex School of Data Analysis (RU))
13:00 - 13:10
Welcome by organizers, the structure and gist of the school.
13:10 Practice. Getting familiar with school infrastructure - Andrey Ustyuzhanin (Yandex School of Data Analysis (RU)) Vladislav Belavin (Yandex School of Data Analysis (RU))
Practice. Getting familiar with school infrastructure
- Andrey Ustyuzhanin (Yandex School of Data Analysis (RU))
- Vladislav Belavin (Yandex School of Data Analysis (RU))
13:10 - 13:30
13:30 Data handling in Python
Data handling in Python
13:30 - 14:30

14:30 Linear Regression
Linear Regression
14:30 - 15:30
15:30 Introduction into the 1st coopetition - Nikita Kazeev (Yandex School of Data Analysis (RU))
Introduction into the 1st coopetition
- Nikita Kazeev (Yandex School of Data Analysis (RU))
15:30 - 16:00
16:00 Break
Break
16:00 - 16:30

16:30 Logistic regression-1
Logistic regression-1
16:30 - 17:30

17:30 Logistic regression-2
Logistic regression-2
17:30 - 18:30
Friday 16 July 2021

13:00 Quality Metrics-1
Quality Metrics-1
13:00 - 14:00

14:00 Quality Metrics-2
Quality Metrics-2
14:00 - 15:00

15:00 Decision trees-1
Decision trees-1
15:00 - 16:00

16:00 Break
Break
16:00 - 16:30

16:30 Ensembles-1
Ensembles-1
16:30 - 17:30

17:30 Ensembles-2
Ensembles-2
17:30 - 18:30
Saturday 17 July 2021

13:00 Useful hacks.
Useful hacks.
13:00 - 14:00

14:00 Clustering-1
Clustering-1
14:00 - 15:00

15:00 Clustering-2
Clustering-2
15:00 - 16:00

16:00 Break
Break
16:00 - 16:30

16:30

16:30 - 17:30
Sunday 18 July 2021

Monday 26 July 2021

13:00 Time for independent work
Time for independent work
13:00 - 14:00

14:00 GANs
GANs
14:00 - 15:00

15:00 Advanced GANs
Advanced GANs
15:00 - 16:00

16:00 Break
Break
16:00 - 16:30

16:30 Seminar Flow models
Seminar Flow models
16:30 - 18:00

18:00 Time for independent work
Time for independent work
18:00 - 18:30
Tuesday 27 July 2021

13:00 Among Us
Among Us
13:00 - 14:00

14:00 Introduction to black-box optimization
Introduction to black-box optimization
14:00 - 15:00

15:00 Variational Optimization
Variational Optimization
15:00 - 16:00

16:00 Break
Break
16:00 - 16:30

16:30

16:30 - 17:30

17:30

17:30 - 18:30
Wednesday 28 July 2021

13:00 Bayesian Optimization
Bayesian Optimization
13:00 - 14:00

14:00

14:00 - 15:00

15:00

15:00 - 16:00

16:00 Break
Break
16:00 - 16:30

16:30

16:30 - 17:30

17:30 BO-GP and friends
BO-GP and friends
17:30 - 18:30
Thursday 29 July 2021

13:00 Learning to pivot
Learning to pivot
13:00 - 14:00

14:00 Random Coffee
Random Coffee
14:00 - 15:00

15:00 Time for independent work
Time for independent work
15:00 - 16:00

16:00 Break
Break
16:00 - 16:30

16:30

16:30 - 17:30

17:30

17:30 - 18:30
Friday 30 July 2021

13:00 Anomaly Detection-1
Anomaly Detection-1
13:00 - 14:00

14:00 Anomaly Detection-2
Anomaly Detection-2
14:00 - 15:00

15:00 Time for independent work
Time for independent work
15:00 - 16:00

16:00

16:00 - 16:30

16:30 Student's project presentations
Student's project presentations
16:30 - 18:00

18:00 Closing words
Closing words
18:00 - 18:30

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