An integrated perspective of robustness in regression through the lens of the bias-variance trade-off
A Okuno - arXiv preprint arXiv:2407.10418, 2024 - arxiv.org
This paper presents an integrated perspective on robustness in regression. Specifically, we
examine the relationship between traditional outlier-resistant robust estimation and robust …
examine the relationship between traditional outlier-resistant robust estimation and robust …
Statistical estimation with integral-based loss functions
A Okuno - math.tsukuba.ac.jp
Statistical estimation with integral-based loss functions Page 1 Statistical estimation with
integral-based loss functions Akifumi Okuno1,2 1Inst. Stat. Math., 2RIKEN AIP This study …
integral-based loss functions Akifumi Okuno1,2 1Inst. Stat. Math., 2RIKEN AIP This study …