Samuel Ackerman 
contact information
Research data scientistHaifa Research Lab, Haifa, Israel +04
8296408
8296408 links
2020
Detection of Data Drift and Outliers Affecting Machine Learning Model Performance Over Time
Samuel Ackerman, Eitan Farchi, Orna Raz, Marcel Zalmanovici, Parijat Dube
Joint Statistical Meetings, 2020
Samuel Ackerman, Eitan Farchi, Orna Raz, Marcel Zalmanovici, Parijat Dube
Joint Statistical Meetings, 2020
Sequential drift detection in deep learning classifiers
Samuel Ackerman, Parijat Dube, Eitan Farchi
arXiv, 2020
Samuel Ackerman, Parijat Dube, Eitan Farchi
arXiv, 2020
FreaAI: Automated extraction of data slices to test machine learning models
Samuel Ackerman, Orna Raz, Marcel Zalmanovici
Engineering Dependable and Secure Machine Learning Systems (EDSMLS), 2020
Samuel Ackerman, Orna Raz, Marcel Zalmanovici
Engineering Dependable and Secure Machine Learning Systems (EDSMLS), 2020
2018
A probabilistic characterization of shark movement using location tracking data
Samuel Ackerman
2018
PhD Thesis
Samuel Ackerman
2018
PhD Thesis