A Universal Nearest-Neighbor Estimator for Intrinsic Dimensionality

Eng-Jon Ong, Omer Bobrowski, Gesine Reinert +1

Estimating the intrinsic dimensionality (ID) of data is a fundamental problem in machine learning and computer vision, providing insight into the true degrees of freedom underlying…