Matrix and Tensor methods in Machine Learning
| Date | 20 Jun, 2022 - 26 Jun, 2022 |
| Language | 🇷🇺 🇬🇧 |
| Place | Summer school on Learning Reasoning and Optimization in AI models. |
| Role | Seminarist |
-
Matrix methods: Eigenvalues, Lipschitz constant of a convolutional layer of neural network.
-
Lecture:
-
Seminar:
- Colab Notebook: 👨💻
-
-
Tensor methods: Tensor Train compression of FC Layer, Skeleton compression of FC layer, CP decomposition and ALS.
-
Lecture
-
Seminar
- Colab Notebook: 👨💻
-
