Active Learning vs. Data Filtering:<br>Selection vs. Rejection

What is the difference between active learning (and active sampling) and data filtering? And why do we treat data selection differently during training versus before training? This post explores the fundamental distinction between active dataset selection and data filtering, which we will phrase as “selection vs. rejection” using an appeal to...