Andreï Zinovyev

Local intrinsic dimensionality estimators based on concentration of measure

2020

Intrinsic dimensionality (ID) is one of the most fundamental characteristics of multi-dimensional data point clouds. Knowing ID is crucial to choose the appropriate machine learning approach as well as to understand its behavior and validate …