Blar i NTNU Open på forfatter "Kolltveit, Ask Berstad"
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Feature Reuse in Federated Learning: Toward a Federated Feature Store
Kolltveit, Ask Berstad (Master thesis, 2022)Organisasjoner som deployerer maskinlæringsmodeller (ML-modeller) i stor skala melder om en rekke fordeler ved å ha sentralt definerte og gjenbrukbare ML features når nye modeller skal bygges, slik som ved redusert ... -
Operationalizing Machine Learning Models - A Systematic Literature Review
Kolltveit, Ask Berstad; Li, Jingyue (Chapter, 2022)Deploying machine learning (ML) models to production with the same level of rigor and automation as traditional software systems has shown itself to be a non-trivial task, requiring extra care and infrastructure to deal ...