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Saeid Tizpaz-Niari

Attention Pruning: Automated Fairness Repair of Language Models via Surrogate Simulated Annealing

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Mar 20, 2025
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Fairness Testing through Extreme Value Theory

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Jan 20, 2025
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NeuFair: Neural Network Fairness Repair with Dropout

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Jul 05, 2024
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FairLay-ML: Intuitive Debugging of Fairness in Data-Driven Social-Critical Software

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Jul 01, 2024
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Predicting Fairness of ML Software Configuration

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Apr 29, 2024
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Worst-Case Convergence Time of ML Algorithms via Extreme Value Theory

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Apr 10, 2024
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On the Potential and Limitations of Few-Shot In-Context Learning to Generate Metamorphic Specifications for Tax Preparation Software

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Nov 20, 2023
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FairLay-ML: Intuitive Remedies for Unfairness in Data-Driven Social-Critical Algorithms

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Jul 11, 2023
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Information-Theoretic Testing and Debugging of Fairness Defects in Deep Neural Networks

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Apr 09, 2023
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Fairness-aware Configuration of Machine Learning Libraries

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Feb 13, 2022
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