Works (3)
Updated: April 30th, 2024 05:02
2024 article
EIKONAL DEPTH: AN OPTIMAL CONTROL APPROACH TO STATISTICAL DEPTHS
Molina-Fructuoso, M., & Murray, R. (2024, April). FOUNDATIONS OF DATA SCIENCE, Vol. 4.
author keywords: Multivariate analysis; data depth; outlier detection; adversarial ro- bustness; non-Euclidean depth
www.aimsciences.org (publisher PDF)
UN Sustainable Development Goal Categories
13. Climate Action
(OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: April 29, 2024
2022 journal article
Tukey Depths and Hamilton-Jacobi Differential Equations
SIAM JOURNAL ON MATHEMATICS OF DATA SCIENCE, 4(2), 604–633.
author keywords: statistical depths; robust statistics; Hamilton-Jacobi equations; viscosity solutions
TL;DR:
It is proved that this equation possesses a unique viscosity solution, and that this solution always bounds the Tukey depth from below.
(via Semantic Scholar)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: May 12, 2022
2021 journal article
Local regularity result for an optimal transportation problem with rough measures in the plane
JOURNAL OF FUNCTIONAL ANALYSIS, 281(2).
author keywords: Optimal transportation; Singular measures; Non-convex domains
Sources: Web Of Science, NC State University Libraries
Added: June 10, 2021
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