The Geometry of Distributed Representations for Better Alignment, Attenuated Bias, and Improved Interpretability

Sunipa Dev

High-dimensional representations for words, text, images, knowledge graphs and other structured data are commonly used in different paradigms of machine learning and data mining. T…