This is a course on Deep Learning-based Recommender Systems taught at HSE University, academic year 2025/26.
1. Introduction to Recommender Systems 2. ML Design of Recommender Systems 3. Two-Tower Models I 4. Two-Tower Models II 5. Ranking Models I 6. Ranking Models II 7. Sequential Recommenders 8. Graph Neural Networks 9. Ads Ranking at Yandex 10. Reinforcement Learning 11. Reinforcement Learning II 12. Generative Recommendations 13. Sber AI Lab RecSys Papers Review
- Kirill Khrylchenko
- Artem Matveev
- Vladimir Baikalov
- Sergei Makeev
- Alexandr Andreev
- Margarita Mishustina
- Alexey Vasilev
This work by Kirill Khrylchenko is licensed under a Creative Commons Attribution 4.0 International License.