intersectionality

Experimental tagging schema for analysis of intersectionality, bias, and reception theories.

Code implementing differential fairness (DF) metric in: J. R. Foulds, R. Islam, K. Keya, and S. Pan. An Intersectional Definition of Fairness. 36th IEEE International Conference on Data Engineering (ICDE), 2020

Data prep and visualizations for 'The State of US Farm Operator Livelihoods' under review at Frontiers in Sustainable Food Systems.

Agent-based model of the effects of strong intersectionality on scientific research collaboration.

For a computational writing project, I created a program called "F.U.B.U. (*For Us By Us) Playlist Shuffle ✊🏿✊🏾✊🏽". My program does a lyrical analysis of the songs "Almeda" and "Don't Touch My Hair" by the artist Solange (a.k.a. Beyonce's sister).

Audrey Ford GRIDT

R Practical Using MAIHDA

Analise de Fairness em ML usando metrica ABLNI com dataset Pima Diabetes - SDK completo com visualizacoes e relatorios

An awesome list of resources at the intersection of design and research

Open educational resource on the sociology of race and racism in the United States. CC BY-NC-SA 4.0. Canonical edition on Manifold @cuny.

Detecting intersectional bias in LLM prompts, where demographic signal is represented by implied language rather than explicit identity terms. Fine-tuned DistilBERT router, three eval sets, and a negative result on inference-time mitigation.

A synthetic-data stress-test workflow and R package (imaihda) demonstrating the sensitivity of Intersectional MAIHDA summary statistics (VPC & PCV) to outcome prevalence, stratum sparsity, and detection bias.

Detecting implied intersectional bias in LLM prompts, where demographic signal is carried by coded proxies rather than identity terms. Fine-tuned DistilBERT router, three eval sets, and a negative result on inference-time mitigation.

Identity Category Drift Detector (ICDD)