Symmetry: A general structure in nonparametric regression

This zip file contains three items: (1) 3d_rotations_eg.py contains the code relevant to Section 5.1; (2) translation_eg.py contains the code relevant to Section 5.2; and (3) readme.md contains further description of these files, including instructions for their use. In this paper, we present the framework of symmetry in nonparametric regression. This generalises the framework of covariate sparsity, where the regression function f:[0,1]d→R depends only on at most s

Publication Details

Journal
Apollo (University of Cambridge)
Published
2025-05-07
DOI
https://doi.org/10.17863/cam.117965
Primary Topic
Job Satisfaction and Organizational Behavior
Type
article
Field-Weighted Citation Impact
0.00
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article

Symmetry: A general structure in nonparametric regression

Apollo (University of Cambridge)
Job Satisfaction and Organizational Behavior
article

Symmetry: A general structure in nonparametric regression

article en

Abstract

This zip file contains three items: (1) 3d_rotations_eg.py contains the code relevant to Section 5.1; (2) translation_eg.py contains the code relevant to Section 5.2; and (3) readme.md contains further description of these files, including instructions for their use. In this paper, we present the framework of symmetry in nonparametric regression. This generalises the framework of covariate sparsity, where the regression function f:[0,1]d→R depends only on at most s

Apollo (University of Cambridge)
Openalex Percentile: Top 47%
Job Satisfaction and Organizational Behavior
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Symmetry: A general structure in nonparametric regression · Apollo (University of Cambridge) (2025) | TGRS Research Map | TGRS