Hubs in Space: Popular Nearest Neighbors in High-Dimensional Data 论文

2010Journal of Machine Learning Research引用 337
Neural Networks and ApplicationsFace and Expression RecognitionMachine Learning and Data Classification

摘要

Different aspects of the curse of dimensionality are known to present serious challenges to various machine-learning methods and tasks. This paper explores a new aspect of the dimensionality curse,...