High-quality conversational systems
- Samuel Ackerman
- Ateret Anaby-Tavor
- et al.
- 2022
- arXiv
Marcel Zalmanovici
Publications
Classifier Data Quality: A Geometric Complexity Based Method for Automated Baseline And Insights Generation
- 2022
- AAAI 2022
Density-based interpretable hypercube region partitioning for mixed numeric and categorical data
- Samuel Ackerman
- Eitan Farchi
- et al.
- 2021
- JSM 2021
Machine Learning Model Drift Detection Via Weak Data Slices
- Samuel Ackerman
- Parijat Dube
- et al.
- 2021
- ICSE 2021
FreaAI: Automated extraction of data slices to test machine learning models
- Samuel Ackerman
- Orna Raz
- et al.
- 2020
- AAAI 2020
Detection of data 'drift' over time affecting ML model performance
- Samuel Ackerman
- Orna Raz
- et al.
- 2019
- ISA Annual Meeting 2019
Patents
- US
- 12056580
- CN
- ZL202010322807.2
- US
- 11734143
- US
- 11568169
- US
- 11514691
- US
- 11481667
- US
- 11314892
- US
- 9928116
- US
- 9665454
- US
- 9600403
Blog posts
Managing the risk in AI: Spotting the “unknown unknowns”
ResearchOrna Raz, Sam Ackerman, and Marcel Zalmanovici5 minute read
Top collaborators
SA
Samuel (Sam) Ackerman
Research data scientist/statistician
GK
George Kour
Research Scientist