#AI fairness
Latest news articles tagged with "AI fairness". Follow the timeline of events, related topics, and entities.
Articles (3)
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🇺🇸 Physics-based phenomenological characterization of cross-modal bias in multimodal models
[USA]
arXiv:2602.20624v1 Announce Type: new Abstract: The term 'algorithmic fairness' is used to evaluate whether AI models operate fairly in both comparative (where fairness is understood as formal equali...
Related: #Multimodal systems, #Physics-based modeling -
🇺🇸 Intra-Fairness Dynamics: The Bias Spillover Effect in Targeted LLM Alignment
[USA]
arXiv:2602.16438v1 Announce Type: cross Abstract: Conventional large language model (LLM) fairness alignment largely focuses on mitigating bias along single sensitive attributes, overlooking fairness...
Related: #Bias spillover, #Multidimensional alignment, #Large language models, #Ethical AI design -
🇺🇸 IndicFairFace: Balanced Indian Face Dataset for Auditing and Mitigating Geographical Bias in Vision-Language Models
[USA]
arXiv:2602.12659v1 Announce Type: cross Abstract: Vision-Language Models (VLMs) are known to inherit and amplify societal biases from their web-scale training data with Indian being particularly misr...
Related: #Geographical diversity, #Dataset development
Key Entities (3)
- Fairness (machine learning) (1 news)
- Large language model (1 news)
- Explainable artificial intelligence (1 news)
About the topic: AI fairness
The topic "AI fairness" aggregates 3+ news articles from various countries.