Validation Methods For AI Systems

Aktiviteetti: Puhe- tai esitystyypitKutsuesitelmä


In ML, much of the focus is on validating the model by, for example, measuring its accuracy and precision. However, traditional software has taught us that problems often lie in the integration of the components. This combined with the often whimsical nature of ML calls for methods to validate the systems utilizing ML as whole. In this talk, I will present methods that have been used in research literature to validate AI systems.
Aikajakso13 syysk. 2021
Tapahtuman otsikkoFCAI Machine Learning Coffee Seminar
Tapahtuman tyyppiSeminaari
Tunnustuksen arvoKansallinen