Curriculum Learning and Symbolic Mathematics
We can think of the humongous field of deep learning as the Earth's crust, floating on a mantle of mathematical and algorithmic understanding. It is a vast sphere of knowledge that is divided into specializations, similar to how tectonic plates divvy up our world. Most important of all, the specializations of deep learning -- natural language processing and cognitive computational science, for instance -- can coincide to form beautiful mountain ranges that help to define landmark areas of deep learning. Curriculum learning is one such Himalayan-range of a deep learning technique between the two fields of AI-oriented cognitive science and NLP. While currently not known to many practitioners or enthusiasts (its Wikipedia page is currently pending approval), for those who choose to explore this hidden gem, the find is worth the time.
Mar-9-2021, 08:55:09 GMT