Antonios Georgiadis

DriftWatch: A Tool that Automatically Detects Data Drift and Extracts Representative Examples Affected by Drift

Data drift, which denotes a misalignment between the distribution of reference (i.e., training) and production data, constitutes a significant challenge for AI applications, as it undermines the generalisation capacity of machine learning (ML) models. Therefore, it is imperative to proactively ident…