Work

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

Year: 2025

Type: conference-paper

Abstract: International audience

Source: CHI Conference on Human Factors in Computing Systems

DOI: 10.1145/3706598.3713240

Authors: Eya Ben chaaben, Janin Koch, Wendy E. Mackay

Institutions: Centre National de la Recherche Scientifique, Institut national de recherche en sciences et technologies du numérique, Université Paris-Saclay, Laboratoire Interdisciplinaire des Sciences du Numérique, Université de Lille, Centre de Recherche en Informatique, Signal et Automatique de Lille, Centrale Lille Institut

Language: English

Topic: Green IT and Sustainability

Subfield: Electrical and Electronic Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: hybrid

Funders: Agence Nationale de la Recherche, HORIZON EUROPE European Innovation Council

Awards: G2193528531, Défis transversaux de la collaboration numérique pour la science et la société

OpenAlex ID: W4409749179

FWCI: 4.601

Cites: 51

Cited by: 2

Related to: 10