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Noor Awad

A Human-in-the-Loop Fairness-Aware Model Selection Framework for Complex Fairness Objective Landscapes

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Oct 17, 2024
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CANDID DAC: Leveraging Coupled Action Dimensions with Importance Differences in DAC

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Jul 08, 2024
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FairPFN: Transformers Can do Counterfactual Fairness

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Jul 08, 2024
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Inferring Behavior-Specific Context Improves Zero-Shot Generalization in Reinforcement Learning

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Apr 15, 2024
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MO-DEHB: Evolutionary-based Hyperband for Multi-Objective Optimization

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May 11, 2023
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Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML

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Mar 15, 2023
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Automated Dynamic Algorithm Configuration

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May 27, 2022
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HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO

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Sep 14, 2021
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DEHB: Evolutionary Hyberband for Scalable, Robust and Efficient Hyperparameter Optimization

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May 20, 2021
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Squirrel: A Switching Hyperparameter Optimizer

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Dec 16, 2020
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