Identifying Unknown Unknowns in the Open World: Representations and Policies for Guided Exploration

By: Himabindu Lakkaraju, Ece Kamar, Rich Caruana and Eric Horvitz

Citation

Lakkaraju, Himabindu, Ece Kamar, Rich Caruana, and Eric Horvitz. "Identifying Unknown Unknowns in the Open World: Representations and Policies for Guided Exploration." Proceedings of the AAAI Conference on Artificial Intelligence 31st (2017).

Technology and Operations Management

- 2023
- Proceedings of the International Conference on Machine Learning (ICML)
On the Impact of Actionable Explanations on Social Segregation

By: Ruijiang Gao and Himabindu Lakkaraju
- 2023
- Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI)
On Minimizing the Impact of Dataset Shifts on Actionable Explanations

By: Anna P. Meyer, Dan Ley, Suraj Srinivas and Himabindu Lakkaraju
- 2023
- Proceedings of the International Conference on Machine Learning (ICML)
Towards Bridging the Gaps between the Right to Explanation and the Right to Be Forgotten

By: Himabindu Lakkaraju, Satyapriya Krishna and Jiaqi Ma