"Should I choose a smaller model?': Understanding ML Model Selection and Its Impact on Sustainability

Authors

Wendy E. Mackay (ORCID: https://orcid.org/0000-0001-8261-2382)
Janin Koch (ORCID: https://orcid.org/0000-0001-9207-9550)
Eya Ben chaaben

Institutions

Centre National de la Recherche Scientifique (FR)
Université de Lille (FR)
Université Paris-Saclay (FR)
École Centrale de Lille (FR)

Publication Details

Published: 2025-04-24
DOI: https://doi.org/10.1145/3706598.3713240
Primary Topic: Complex Systems and Decision Making
Type: article
Field-Weighted Citation Impact: 0.00

Funders

HORIZON EUROPE European Innovation Council

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article

"Should I choose a smaller model?': Understanding ML Model Selection and Its Impact on Sustainability

Wendy E. Mackay, Janin Koch, Eya Ben chaaben

Apr 24, 2025

Complex Systems and Decision Making

article

"Should I choose a smaller model?': Understanding ML Model Selection and Its Impact on Sustainability

Wendy E. Mackay, Janin Koch, Eya Ben chaaben

April 24, 2025article en

Abstract

No abstract available for this paper.

Centre National de la Recherche Scientifique (FR), Université de Lille (FR), Université Paris-Saclay (FR), École Centrale de Lille (FR)

HORIZON EUROPE European Innovation Council

Zero hunger

Openalex Percentile: Top 90%

Complex Systems and Decision Making

DOI Open Access PDF OpenAlex

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"Should I choose a smaller model?': Understanding ML Model Selection and Its Impact on Sustainability — Wendy E. Mackay, Janin Koch, et al. · (2025) | TGRS Research Map | TGRS