Data Centric AI

Cleaning on a Budget

When it comes to data preparation, data cleaning is often an essential yet quite costly task. If we are given a fixed cleaning budget, the challenge is to find the training data examples that would would bring the biggest positive impact on model performance if we were to clean them.