Legally-Compliant Spatial Fairness Framework: Advancing Beyond Spatial Fairness. - Saxena, Nripsuta Ani; Mathur, Ronit; Shahabi, Cyrus (2025)

Spatial Fairness: The Case for its Importance, Limitations of Existing Work, and Guidelines for Future Research. - Saxena, Nripsuta Ani; Zhang, Wenbin; Shahabi, Cyrus (CoRR, 2024)

Preventing Discriminatory Decision-making in Evolving Data Streams. - Wang, Zichong; Saxena, Nripsuta; Yu, Tongjia; Karki, Sneha; Zetty, Tyler; Haque, Israat; Zhou, Shan; Kc, Dukka; Stockwell, Ian; Wang, Xuyu; Bifet, Albert; Zhang, Wenbin (2023)

Missed Opportunities in Fair AI. - Saxena, Nripsuta Ani; Zhang, Wenbin; Shahabi, Cyrus (2023)

Unveiling and Mitigating Bias in Ride-Hailing Pricing for Equitable Policy Making. - Saxena, Nripsuta Ani; Zhang, Wenbin; Shahabi, Cyrus (CoRR, 2023)

Preventing Discriminatory Decision-making in Evolving Data Streams. - Wang, Zichong; Saxena, Nripsuta; Yu, Tongjia; Karki, Sneha; Zetty, Tyler; Haque, Israat; Zhou, Shan; Kc, Dukka; Stockwell, Ian; Bifet, Albert; Zhang, Wenbin (CoRR, 2023)

A Survey on Bias and Fairness in Machine Learning. - Mehrabi, Ninareh; Morstatter, Fred; Saxena, Nripsuta; Lerman, Kristina; Galstyan, Aram (ACM Comput. Surv., 2022)

Computational Group Selection. - Saxena, Nripsuta (CoRR, 2021)

How do fairness definitions fare? Testing public attitudes towards three algorithmic definitions of fairness in loan allocations. - Saxena, Nripsuta Ani; Huang, Karen; DeFilippis, Evan; Radanovic, Goran; Parkes, David C.; Liu, Yang (Artif. Intell., 2020)

How Do Fairness Definitions Fare?: Examining Public Attitudes Towards Algorithmic Definitions of Fairness. - Saxena, Nripsuta Ani; Huang, Karen; DeFilippis, Evan; Radanovic, Goran; Parkes, David C.; Liu, Yang (2019)

Perceptions of Fairness. - Saxena, Nripsuta Ani (2019)

A Survey on Bias and Fairness in Machine Learning. - Mehrabi, Ninareh; Morstatter, Fred; Saxena, Nripsuta; Lerman, Kristina; Galstyan, Aram (CoRR, 2019)

How Do Fairness Definitions Fare? Examining Public Attitudes Towards Algorithmic Definitions of Fairness. - Saxena, Nripsuta; Huang, Karen; DeFilippis, Evan; Radanovic, Goran; Parkes, David C.; Liu, Yang (CoRR, 2018)