Metadata Representations for Queryable Repositories of Machine Learning Models

Metadata Representations for Queryable Repositories of Machine Learning Models

Machine learning (ML) practitioners and organizations are building model repositories of pre-trained models, referred to as model zoos. These model zoos contain metadata describing the properties of the ML models and datasets. The metadata serves crucial roles for reporting, auditing, ensuring repro...

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Bibliographic Details
Main Authors: Ziyu Li, Henk Kant, Rihan Hai, Asterios Katsifodimos, Marco Brambilla, Alessandro Bozzon
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Machine learning
metadata representations
model zoo
model search
Online Access:https://ieeexplore.ieee.org/document/10309923/

Internet

https://ieeexplore.ieee.org/document/10309923/

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