Toggle navigation
OpenReview
.net
Login
×
Go to
ICML 2022
homepage
LIDL: Local Intrinsic Dimension Estimation Using Approximate Likelihood
Piotr Tempczyk
,
Rafal Michaluk
,
Lukasz Garncarek
,
Przemyslaw Spurek
,
Jacek Tabor
,
Adam Golinski
2022 (modified: 24 Apr 2023)
ICML 2022
Readers:
Everyone
Abstract:
Most of the existing methods for estimating the local intrinsic dimension of a data distribution do not scale well to high dimensional data. Many of them rely on a non-parametric nearest neighbours...
0 Replies
Loading