Archive - Santiago and the ML Models

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Continuous retraining and formalizing the model aging framework

Update on writing my Master's thesis in public. Formalizing the results of the temporal degradation framework and first results on the impact on model…

Jun 19 •

Santiago Víquez

Temporal degradation framework and other ideas

Update on writing my Master's thesis in public. Excuses, sketches and first results.

Jun 5 •

Santiago Víquez

March 2023

Writing my master's thesis in public

Choosing a thesis project, finding a supervisor and next steps

Mar 17 •

Santiago Víquez

Monitoring Workflow for Machine Learning Systems

It's natural for ML models to degrade - a recent study published in Nature journal found that 91% of AI degrade in time.

Mar 6 •

Santiago Víquez

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