Видео с ютуба Distribution Shift

Data Distribution Shift in Machine Learning Explained in 60 Seconds | What is Distribution Shift?

Data Distribution Shifts in ML: How to Monitor & Adapt Your Models for Real-World Changes 🔄

Сдвиг распределения данных | Сдвиг ковариат | Сдвиг меток | Дрейф концепции | Объяснение на примере

24. Robustness to Dataset Shift

Lec 17. Generalization: Out-of-Distribution (OOD)

Обучение за пределами данных: Адам Кливанс о сдвиге в распределении данных и будущем ИИ.

MedAI #81: Why did the Model Fail? Attributing Performance to Distribution Shifts | Haoran Zhang

Handling Distribution Shift in Visual Learning- Zsolt Kira

Distribution Shift and a Changing World | Machine Learning Lesson 68

Peter Prettenhofer: "Dataset shift in machine learning"

MedAI #47: Actionable Machine Learning for Tackling Distribution Shift | Huaxiu Yao

Distribution Shift Inversion for Out-of-Distribution Prediction

【EP11】Improving Robustness to Distribution Shifts: Methods and Benchmarks

14 - Distribution Shift and the IID Assumption

Policy Gradients Methods, Neural Policy Classes, and Distribution Shift

Distribution Shift as Underspecification, and What We Might Do About It

Handling Distribution Shift in Visual Learning

Почему обнаружение сдвига в распределении данных так сложно (и так важно)

TILOS Seminar: A New Paradigm for Learning with Distribution Shift