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Sumon Biswas

Fix Fairness, Don't Ruin Accuracy: Performance Aware Fairness Repair using AutoML

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Jun 15, 2023
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Fairify: Fairness Verification of Neural Networks

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Dec 14, 2022
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Towards Understanding Fairness and its Composition in Ensemble Machine Learning

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Dec 08, 2022
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Fair Preprocessing: Towards Understanding Compositional Fairness of Data Transformers in Machine Learning Pipeline

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Jun 18, 2021
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Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model Fairness

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May 21, 2020
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