Consensus and Subjectivity of Skin Tone Annotation for ML Fairness

Autor: Schumann, Candice, Olanubi, Gbolahan O., Wright, Auriel, Monk Jr., Ellis, Heldreth, Courtney, Ricco, Susanna

Understanding different human attributes and how they affect model behavior may become a standard need for all model creation and usage, from traditional computer vision tasks to the newest multimodal generative AI systems. In computer vision specifi

Externí odkaz: http://arxiv.org/abs/2305.09073

Race-shifting in the United States: Latinxs, Skin Tone, and Ethnoracial Alignments.

Autor: Irizarry, Yasmiyn, Monk Jr., Ellis P., Cobb, Ryon J.

Publikováno v: Sociology of Race & Ethnicity; Jan2023, Vol. 9 Issue 1, p37-55, 19p

The Unceasing Significance of Colorism: Skin Tone Stratification in the United States.

Autor: Monk Jr., Ellis P.

Publikováno v: Daedalus: Journal of the American Academy of Arts & Sciences; Spring2021, Vol. 150 Issue 2, p76-90, 15p

Color, Bodily Capital, and Ethnoracial Division in the U.S. and Brazil

Autor: Monk Jr., Ellis Prentis

Publikováno v: Monk Jr., Ellis Prentis. (2013). Color, Bodily Capital, and Ethnoracial Division in the U.S. and Brazil. UC Berkeley: Sociology. Retrieved from: http://www.escholarship.org/uc/item/2vx9t2w1

This dissertation is the first comparative, mixed-methods study of the social and economic significance of skin tone and hair type as markers of ethnoracial division among African Americans in the U.S. and the Brazilian population as a whole. Using a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od_______325::f04b0d9c04bfff8549de4728fcc298bd
http://n2t.net/ark:/13030/m5rj96cj

The Color of Punishment: African Americans, Skin Tone, and the Criminal Justice System.

Autor: Monk, Jr., Ellis P.

Publikováno v: Conference Papers - American Sociological Association; 2015, p1-26, 26p