AI, Self Supervised Learning, Machine Learning, Data Science, Yann Lecun.
representation to only contain the necessary information about a specific relevant variable or task, thereby getting rid of the irrelevant ‘noise’. In the context of deep learning, the assumptions you make about the relationships between the input data, representations, and desired downstream tasks