Voronoi density estimator for high-dimensional data: Computation, compactification and convergence
V Polianskii, GL Marchetti, A Kravberg… - Uncertainty in …, 2022 - proceedings.mlr.press
Abstract The Voronoi Density Estimator (VDE) is an established density estimation
technique that adapts to the local geometry of data. However, its applicability has been so …
technique that adapts to the local geometry of data. However, its applicability has been so …
Breaking the Dimensionality Curse of Voronoi Tessellations
V Polianskii - 2022 - diva-portal.org
Considering the broadness of the area of artificial intelligence, interpretations of the
underlying methodologies can be commonly narrowed down to either a probabilistic or a …
underlying methodologies can be commonly narrowed down to either a probabilistic or a …