Density-based interpretable hypercube region partitioning for mixed numeric and categorical dataSamuel AckermanEitan Farchiet al.2021JSM 2021Conference paper
Machine Learning Model Drift Detection Via Weak Data SlicesSamuel AckermanParijat Dubeet al.2021ICSE 2021Workshop paper
FreaAI: Automated extraction of data slices to test machine learning modelsSamuel AckermanOrna Razet al.2020AAAI 2020Workshop paper
Detection of data 'drift' over time affecting ML model performanceSamuel AckermanOrna Razet al.2019ISA Annual Meeting 2019Invited talk