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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Adithya V Ganesan

Stony Brook University

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Conference Open access Sep 2026

Quantifying Error Disparities in Population Health Models

A large-scale audit of sociodemographic error disparities in both lexical- and transformer-based models of county-level health outcomes, over a dataset cover billions of community-mapped messages highlights a critical accuracy–fairness trade-off in community-level models for public health tasks.

A. Marker, Salvatore Giorgi, Adithya V Ganesan et al. · 0 citations

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