Tidying up the framework of dataset shifts

Taking a step back about the causes of model degradation

In collaboration with Marco Dalla Vecchia as the image creator

We train models and use them to predict certain outcomes given a set of inputs. We all know that’s the game of ML. We know quite a lot about training them, so much so that now they have evolved into AI, the biggest level of intelligence that has ever existed. But when it comes to using them, we are not …

artificial intelligence data science deep learning machine learning model-drift