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, July 12, 2021
Tuesday, July 13, 2021
Wednesday, July 14, 2021
Thursday, July 15, 2021
1:00 PM Welcome, opening words - Andrey Ustyuzhanin (Yandex School of Data Analysis (RU))
Welcome, opening words
- Andrey Ustyuzhanin (Yandex School of Data Analysis (RU))
1:00 PM - 1:10 PM
Welcome by organizers, the structure and gist of the school.
1:10 PM 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))
1:10 PM - 1:30 PM
1:30 PM Data handling in Python
Data handling in Python
1:30 PM - 2:30 PM

2:30 PM Linear Regression
Linear Regression
2:30 PM - 3:30 PM
3:30 PM 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))
3:30 PM - 4:00 PM
4:00 PM Break
Break
4:00 PM - 4:30 PM

4:30 PM Logistic regression-1
Logistic regression-1
4:30 PM - 5:30 PM

5:30 PM Logistic regression-2
Logistic regression-2
5:30 PM - 6:30 PM
Friday, July 16, 2021

1:00 PM Quality Metrics-1
Quality Metrics-1
1:00 PM - 2:00 PM

2:00 PM Quality Metrics-2
Quality Metrics-2
2:00 PM - 3:00 PM

3:00 PM Decision trees-1
Decision trees-1
3:00 PM - 4:00 PM

4:00 PM Break
Break
4:00 PM - 4:30 PM

4:30 PM Ensembles-1
Ensembles-1
4:30 PM - 5:30 PM

5:30 PM Ensembles-2
Ensembles-2
5:30 PM - 6:30 PM
Saturday, July 17, 2021

1:00 PM Useful hacks.
Useful hacks.
1:00 PM - 2:00 PM

2:00 PM Clustering-1
Clustering-1
2:00 PM - 3:00 PM

3:00 PM Clustering-2
Clustering-2
3:00 PM - 4:00 PM

4:00 PM Break
Break
4:00 PM - 4:30 PM

4:30 PM

4:30 PM - 5:30 PM
Sunday, July 18, 2021

Monday, July 26, 2021

1:00 PM Time for independent work
Time for independent work
1:00 PM - 2:00 PM

2:00 PM GANs
GANs
2:00 PM - 3:00 PM

3:00 PM Advanced GANs
Advanced GANs
3:00 PM - 4:00 PM

4:00 PM Break
Break
4:00 PM - 4:30 PM

4:30 PM Seminar Flow models
Seminar Flow models
4:30 PM - 6:00 PM

6:00 PM Time for independent work
Time for independent work
6:00 PM - 6:30 PM
Tuesday, July 27, 2021

1:00 PM Among Us
Among Us
1:00 PM - 2:00 PM

2:00 PM Introduction to black-box optimization
Introduction to black-box optimization
2:00 PM - 3:00 PM

3:00 PM Variational Optimization
Variational Optimization
3:00 PM - 4:00 PM

4:00 PM Break
Break
4:00 PM - 4:30 PM

4:30 PM

4:30 PM - 5:30 PM

5:30 PM

5:30 PM - 6:30 PM
Wednesday, July 28, 2021

1:00 PM Bayesian Optimization
Bayesian Optimization
1:00 PM - 2:00 PM

2:00 PM

2:00 PM - 3:00 PM

3:00 PM

3:00 PM - 4:00 PM

4:00 PM Break
Break
4:00 PM - 4:30 PM

4:30 PM

4:30 PM - 5:30 PM

5:30 PM BO-GP and friends
BO-GP and friends
5:30 PM - 6:30 PM
Thursday, July 29, 2021

1:00 PM Learning to pivot
Learning to pivot
1:00 PM - 2:00 PM

2:00 PM Random Coffee
Random Coffee
2:00 PM - 3:00 PM

3:00 PM Time for independent work
Time for independent work
3:00 PM - 4:00 PM

4:00 PM Break
Break
4:00 PM - 4:30 PM

4:30 PM

4:30 PM - 5:30 PM

5:30 PM

5:30 PM - 6:30 PM
Friday, July 30, 2021

1:00 PM Anomaly Detection-1
Anomaly Detection-1
1:00 PM - 2:00 PM

2:00 PM Anomaly Detection-2
Anomaly Detection-2
2:00 PM - 3:00 PM

3:00 PM Time for independent work
Time for independent work
3:00 PM - 4:00 PM

4:00 PM

4:00 PM - 4:30 PM

4:30 PM Student's project presentations
Student's project presentations
4:30 PM - 6:00 PM

6:00 PM Closing words
Closing words
6:00 PM - 6:30 PM

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