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08/02/2023
Dual Governance: The intersection of centralized regulation and crowdsourced safety mechanisms for Generative AI
Generative Artificial Intelligence (AI) has seen mainstream adoption lat...
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07/15/2023
Bound by the Bounty: Collaboratively Shaping Evaluation Processes for Queer AI Harms
Bias evaluation benchmarks and dataset and model documentation have emer...
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07/06/2023
When Fair Classification Meets Noisy Protected Attributes
The operationalization of algorithmic fairness comes with several practi...
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03/29/2023
Queer In AI: A Case Study in Community-Led Participatory AI
We present Queer in AI as a case study for community-led participatory d...
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09/16/2022
Can There be Art Without an Artist?
Generative Adversarial Network (GAN) based art has proliferated in the p...
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05/05/2022
Subverting Fair Image Search with Generative Adversarial Perturbations
In this work we explore the intersection fairness and robustness in the ...
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06/13/2021
FairCanary: Rapid Continuous Explainable Fairness
Machine Learning (ML) models are being used in all facets of today's soc...
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05/05/2021
When Fair Ranking Meets Uncertain Inference
Existing fair ranking systems, especially those designed to be demograph...
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02/15/2021
Unified Shapley Framework to Explain Prediction Drift
Predictions are the currency of a machine learning model, and to underst...
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01/05/2021
Characterizing Intersectional Group Fairness with Worst-Case Comparisons
Machine Learning or Artificial Intelligence algorithms have gained consi...
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02/21/2019