Unified Multi-Objective Loss Function by Arash Yousefi (2025)

This technical note presents the original formulation of the Unified Multi-Objective Loss Function developed by Arash Yousefi (2025), with SHA256 fingerprint for authentication and verification. Hash (SHA256): `e201c8ff6976fcdcf2d35eea365889d321df8af4d2181b9a350aad17f2d07bfe` The loss function aims to balance fairness, robustness, explainability, and sparsity using a KKT-constrained optimization framework. This version is formally timestamped, DOI-verified, and may be cited as intellectual property of Arash Yousefi. Annex B.pdf (KKT Formulation Details)

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-04-16
DOI
https://doi.org/10.5281/zenodo.15231381
Primary Topic
Business Strategy and Innovation
Type
article
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article

Unified Multi-Objective Loss Function by Arash Yousefi (2025)

Zenodo (CERN European Organization for Nuclear Research)
Business Strategy and Innovation
article

Unified Multi-Objective Loss Function by Arash Yousefi (2025)

article en

Abstract

This technical note presents the original formulation of the Unified Multi-Objective Loss Function developed by Arash Yousefi (2025), with SHA256 fingerprint for authentication and verification. Hash (SHA256): `e201c8ff6976fcdcf2d35eea365889d321df8af4d2181b9a350aad17f2d07bfe` The loss function aims to balance fairness, robustness, explainability, and sparsity using a KKT-constrained optimization framework. This version is formally timestamped, DOI-verified, and may be cited as intellectual property of Arash Yousefi. Annex B.pdf (KKT Formulation Details)

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 38%
Business Strategy and Innovation
DOIOpen Access PDFOpenAlex
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Unified Multi-Objective Loss Function by Arash Yousefi (2025) · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS