no code implementations • 19 Jul 2023 • Tatiana Fountoukidou, Raphael Sznitman
As such, validation of machine learning models represents an important aspect and yet, most methods are only validated in a limited way.
no code implementations • 15 Jul 2019 • Tatiana Fountoukidou, Raphael Sznitman
To do this, we make use of a Twenty Questions paradigm whereby we use a probabilistic model to characterize the method's capacity to grasp task-specific concepts, and we introduce a strategy to sequentially query the method according to its previous answers.