Sampling from manifold-restricted distributions using tangent bundle projections
نویسندگان
چکیده
منابع مشابه
Data-based Manifold Reconstruction via Tangent Bundle Manifold Learning
The goal of Manifold Learning (ML) is to find a description of low-dimensional structure of an unknown q-dimensional manifold embedded in high-dimensional ambient Euclidean space R p , q < p, from their finite samples. There are a variety of formulations of the problem. The methods of Manifold Approximation (MA) reconstruct (estimate) the manifold but don’t find a low-dimensional parameterizati...
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ژورنال
عنوان ژورنال: Statistics and Computing
سال: 2019
ISSN: 0960-3174,1573-1375
DOI: 10.1007/s11222-019-09907-8