Learning Cost-Effective and Interpretable Treatment Regimes for Judicial Bail Decisions

By: Himabindu Lakkaraju and Cynthia Rudin

Citation

Lakkaraju, Himabindu, and Cynthia Rudin. "Learning Cost-Effective and Interpretable Treatment Regimes for Judicial Bail Decisions." Paper presented at the 30th Annual Conference on Neural Information Processing Systems (NIPS), Symposium on Machine Learning and the Law, Barcelona, Spain, December 8, 2016.

Technology and Operations Management

- 2023
- International Conference on Learning Representations (ICLR)
Probabilistically Robust Recourse: Navigating the Trade-offs between Costs and Robustness in Algorithmic Recourse

By: Martin Pawelczyk, Teresa Datta, Johannes van-den-Heuvel, Gjergji Kasneci and Himabindu Lakkaraju
- 2023
- International Conference on Artificial Intelligence and Statistics (AISTATS)
On the Privacy Risks of Algorithmic Recourse

By: Martin Pawelczyk, Himabindu Lakkaraju and Seth Neel
- 2023
- Faculty Research
When Algorithms Explain Themselves: AI Adoption and Accuracy of Experts' Decisions

By: Himabindu Lakkaraju and Chiara Farronato