Machine Learning Model Drift Detection Via Weak Data Slices
- Samuel Ackerman
- Parijat Dube
- et al.
- 2021
- ICSE 2021
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9 results for Orna Raz
Classifier Data Quality: A Geometric Complexity Based Method for Automated Baseline And Insights Generation
- 2022
- AAAI 2022
Detecting model drift using polynomial relations
- Eliran Roffe
- Samuel Ackerman
- et al.
- 2022
- AAAI 2022
FreaAI: Automated extraction of data slices to test machine learning models
- Samuel Ackerman
- Orna Raz
- et al.
- 2020
- AAAI 2020
Density-based interpretable hypercube region partitioning for mixed numeric and categorical data
- Samuel Ackerman
- Eitan Farchi
- et al.
- 2021
- JSM 2021
Detection of data 'drift' over time affecting ML model performance
- Samuel Ackerman
- Orna Raz
- et al.
- 2019
- ISA Annual Meeting 2019
Predicting Question-Answering Performance of Large Language Models through Semantic Consistency
- Ella Rabinovich
- Samuel Ackerman
- et al.
- 2023
- EMNLP 2023
Measuring the Measuring Tools: An Automatic Evaluation of Semantic Metrics for Text Corpora
- 2022
- EMNLP 2022
High-quality conversational systems
- Samuel Ackerman
- Ateret Anaby-Tavor
- et al.
- 2022
- arXiv