Picture for Rayid Ghani

Rayid Ghani

A Conceptual Framework for Using Machine Learning to Support Child Welfare Decisions

Jul 12, 2022
Ka Ho Brian Chor, Kit T. Rodolfa, Rayid Ghani

Figure 1 for A Conceptual Framework for Using Machine Learning to Support Child Welfare Decisions

* 69 pages, 1 table, 5 figures, 1 appendix

Access Paper or Ask Questions

An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy Settings

May 13, 2021
Hemank Lamba, Kit T. Rodolfa, Rayid Ghani

Figure 1 for An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy Settings

Figure 2 for An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy Settings

Figure 3 for An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy Settings

Figure 4 for An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy Settings

* 17 pages, 9 figures, 2 tables

Access Paper or Ask Questions

Machine learning for public policy: Do we need to sacrifice accuracy to make models fair?

Dec 05, 2020
Kit T. Rodolfa, Hemank Lamba, Rayid Ghani

Figure 1 for Machine learning for public policy: Do we need to sacrifice accuracy to make models fair?

Figure 2 for Machine learning for public policy: Do we need to sacrifice accuracy to make models fair?

Figure 3 for Machine learning for public policy: Do we need to sacrifice accuracy to make models fair?

Figure 4 for Machine learning for public policy: Do we need to sacrifice accuracy to make models fair?

* 40 pages, 4 figures, 7 supplementary figures, 5 supplementary tables

Access Paper or Ask Questions

Bandit Data-driven Optimization: AI for Social Good and Beyond

Aug 26, 2020
Zheyuan Ryan Shi, Zhiwei Steven Wu, Rayid Ghani, Fei Fang

Figure 1 for Bandit Data-driven Optimization: AI for Social Good and Beyond

Figure 2 for Bandit Data-driven Optimization: AI for Social Good and Beyond

Access Paper or Ask Questions