26 citations · 37 across the 16 of their papers we have counts for
4 papers · 1 filter
Density-based interpretable hypercube region partitioning for mixed numeric and categorical data
Samuel Ackerman, Eitan Farchi, Orna Raz +2
Consider a structured dataset of features, such as . A user may want to know where in the feature space obser…
Towards API Testing Across Cloud and Edge
Samuel Ackerman, Sanjib Choudhury, Nirmit Desai +5
API economy is driving the digital transformation of business applications across the hybrid Cloud and edge environments. For such transformations to succeed, end-to-end testing of…
FreaAI: Automated extraction of data slices to test machine learning models
Samuel Ackerman, Orna Raz, Marcel Zalmanovici
Machine learning (ML) solutions are prevalent. However, many challenges exist in making these solutions business-grade. One major challenge is to ensure that the ML solution provid…
Machine Learning Model Drift Detection Via Weak Data Slices
Samuel Ackerman, Parijat Dube, Eitan Farchi +2
Detecting drift in performance of Machine Learning (ML) models is an acknowledged challenge. For ML models to become an integral part of business applications it is essential to de…