https://thegradient.pub/how-to-do-multi-task-learning-intelligently/
How to Do Multi-Task Learning Intelligently
22.Jun.2021
“Traditionally, a single machine learning model is devoted to one task… There are some advantages, however, to training models to make multiple kinds of predictions on a single sample… This is known as Multi-task learning (MTL)… if some of these tasks are related… we can merge the features and labels into a single larger training dataset, so that we can take advantage of shared information from related tasks to build a sufficiently large dataset.”