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cs.SE2025
Aggregating empirical evidence from data strategy studies: a case on model quantization
Santiago del Rey, Paulo Sérgio Medeiros dos Santos, Guilherme Horta Travassos +2
Background: As empirical software engineering evolves, more studies adopt data strategiesapproaches that investigate digital artifacts such as models, source code, or system log…
cs.SE2025
Addressing Quality Challenges in Deep Learning: The Role of MLOps and Domain Knowledge
Santiago del Rey, Adrià Medina, Xavier Franch +1
Deep learning (DL) systems present unique challenges in software engineering, especially concerning quality attributes like correctness and resource efficiency. While DL models exc…