Sparsifying Knowledge-Graph Using Target Information

This post discusses the use of Pointwise Mutual Information (PMI) to sparsify knowledge graphs in supervised machine learning tasks. It explains the need for graph sparsification and provides a concrete example using medical data. The post also delves into the details of using PMI to assess the relevance of edges in the graph Show more