Algebraic Expressions for Complex Deep Learning Systems Modeling and Analysis

Many modern Deep Learning (DL) systems have achieved impressive state-of-the-art results by combining individual sub-systems, including foundation models, to form increasingly more complex DL systems. However, this growing complexity also introduces new challenges in effectively modeling and analyzi...

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Bibliographic Details
Main Authors: Rhandall Valdez-Yepez, Bryan V. Piguave, Jennifer C. Pita, Andres G. Abad
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11108168/
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