Eighth Machine Learning in High Energy Physics Summer School 2023

Session

Lecture

Apr 11, 2023, 10:00 AM

Erice

Conveners

Lecture: LNN, HNN

• Artem Maevskiy (National Research University Higher School of Economics (RU))

Lecture: GANs

• Artem Maevskiy (National Research University Higher School of Economics (RU))

Lecture: Anomaly detection

• Andrey Ustyuzhanin (Yandex School of Data Analysis (RU))

Lecture: Transformers

• Andrey Ustyuzhanin (Yandex School of Data Analysis (RU))

Lecture: Recap: Pytorch + CNN + RNN

• Andrey Ustyuzhanin (Yandex School of Data Analysis (RU))

Lecture: Neural ODE

• Nikita Kazeev (HSE University)

Lecture: Interpretability

• Nikita Kazeev (HSE University)

Lecture: Black box optimization, Bayesian Optimization

• Andrey Ustyuzhanin (Yandex School of Data Analysis (RU))

Lecture: Normalizing Flows

• Artem Maevskiy (National Research University Higher School of Economics (RU))

Lecture: VAEs

• Artem Maevskiy (National Research University Higher School of Economics (RU))

Lecture: GNNs

• Nikita Kazeev (HSE University)

Presentation materials

Anomaly_Detection.pdf

Anomaly_Detection.pptx

interpretability.odp

interpretability.pdf