Machine/Deep Learning
Causal Learning

Learning the underlying cause-effect relationships within data
Representation Learning

Learning representation of the data for extracting meaningful information
Transfer Learning

Learning a method to transfer knowledge from multiple tasks or domains
Explainable Deep Learning

Developing a deep learning model that is not only able to ensure high performance but the human-level interpretability in mind