Machine Learning, Deep Learning, Artificial Intelligence, Regularization, Deep Learning Book.
together examples from multiple tasks. Similar to how more data leads to more generalization, using a part of the model for different tasks constrains that part to learn good values. There are two types of model parameters: Task-specific: These parameters benefit only from that particular task.