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09/15/2022
iFlipper: Label Flipping for Individual Fairness
As machine learning becomes prevalent, mitigating any unfairness present...
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01/15/2021
Responsible AI Challenges in End-to-end Machine Learning
Responsible AI is becoming critical as AI is widely used in our everyday...
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03/10/2020
Slice Tuner: A Selective Data Collection Framework for Accurate and Fair Machine Learning Models
As machine learning becomes democratized in the era of Software 2.0, one...
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04/22/2019
Data Cleaning for Accurate, Fair, and Robust Models: A Big Data - AI Integration Approach
The wide use of machine learning is fundamentally changing the software ...
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07/16/2018