Ivan Provilkov: Tutorial on Uncertainty Estimation

Data Fest Online 2020 Uncertainty Estimation in ML track Speaker: Ivan Provilkov, Yandex & HSE We will go through the python implementation of uncertainty estimation ensemble methods. On easy tasks, you will learn how to use algorithms proposed in our videos for classification and regression. We will see how to compute and use different types of uncertainties for different cases. The code is publicly available, and you can use it in your projects: Register and get access to the tracks: Join the community: