Ghani, Rayid

Aequitas: A Bias and Fairness Audit Toolkit

Saleiro, P., Kuester, B., Hinkson, L., London, J., Stevens, A., Anisfeld, A., Rodolfa, K. T., & Ghani, R. (2018) · arXiv

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 496

Artificial Intelligence for Social Good

Hager, G. D., Drobnis, A., Fang, F., Ghani, R., Greenwald, A., Lyons, T., Parkes, D. C., Schultz, J., Saria, S., Smith, S. F., et al. (2019) · arXiv

Ethics and Social Impacts of AIArtificial Intelligence Applications

Cited by 108

Explainable machine learning for public policy: Use cases, gaps, and research directions

Amarasinghe, K., Rodolfa, K. T., Lamba, H., & Ghani, R. (2023) · Data & Policy

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 73

Identifying Police Officers at Risk of Adverse Events

Carton, S., Helsby, J., Joseph, K., Mahmud, A., Park, Y., Walsh, J., Cody, C., Patterson, C. E., Haynes, L., & Ghani, R. (2016) · Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

Policing Practices and PerceptionsEthics and Social Impacts of AI

Cited by 64

Deploying Machine Learning Models for Public Policy: A Framework

Ackermann, K., Walsh, J., De Unánue, A., Naveed, H., Navarrete Rivera, A., Lee, S.-J., Bennett, J., Defoe, M., Cody, C., Haynes, L., et al. (2018) · Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining

Ethics and Social Impacts of AIPolicing Practices and Perceptions

Cited by 22

Reducing Incarceration through Prioritized Interventions

Bauman, M. J., Boxer, K. S., Lin, T.-Y., Salomon, E., Naveed, H., Haynes, L., Walsh, J., Helsby, J., Yoder, S., Sullivan, R., et al. (2018) · Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies

Criminal Justice and Corrections AnalysisEthics and Social Impacts of AI

Cited by 14

On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods

Amarasinghe, K., Rodolfa, K. T., Jesus, S., Chen, V., Balayan, V., Saleiro, P., Bizarro, P., Talwalkar, A., & Ghani, R. (2024) · Proceedings of the AAAI Conference on Artificial Intelligence

Explainable Artificial Intelligence (XAI)Software Testing and Debugging Techniques

Cited by 13

Empirical observation of negligible fairness–accuracy trade-offs in machine learning for public policy

Rodolfa, K. T., Lamba, H., & Ghani, R. (2021) · Nature Machine Intelligence

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 10

A recommendation and risk classification system for connecting rough sleepers to essential outreach services

Wilde, H., Chen, L. L., Nguyen, A., Kimpel, Z., Sidgwick, J., De Unanue, A., Veronese, D., Mateen, B., Ghani, R., & Vollmer, S. (2021) · Data & Policy

Homelessness and Social IssuesEthics and Social Impacts of AI

Cited by 3