When operationalizing ML models, one often underlooked crucial risk is having your model underperform on some data slices. This effect could have disastrous consequences for your organization. In this talk, Antoine De Daran will present Sliceline, an approach to automatically and efficiently find data slices where your model is underperforming, both when validating and monitoring.... View article