Packing: A Geometric Analysis of Feature Selection and Category Formation
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This paper presents a geometrical analysis of how local interactions in a large population of categories packed into a feature space create a global structure of feature relevance. The theory is a formal proof that the joint optimization of discrimination and ... ...