Search Results for author: Hee-Seok Oh

Found 3 papers, 1 papers with code

Lévy Adaptive B-spline Regression via Overcomplete Systems

no code implementations28 Jan 2021 Sewon Park, Hee-Seok Oh, Jaeyong Lee

The estimation of functions with varying degrees of smoothness is a challenging problem in the nonparametric function estimation.

Methodology 62G08

Robust Geodesic Regression

1 code implementation9 Jul 2020 Ha-Young Shin, Hee-Seok Oh

This paper studies robust regression for data on Riemannian manifolds.

regression

Spherical Principal Curves

no code implementations5 Mar 2020 Jang-Hyun Kim, Jongmin Lee, Hee-Seok Oh

In this study, we propose a new approach to construct principal curves on a sphere by a projection of the data onto a continuous curve.

Dimensionality Reduction

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