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

- 2020
- Proceedings of the AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society
Fooling LIME and SHAP: Adversarial Attacks on Post hoc Explanation Methods.

By: Dylan Slack, Sophie Hilgard, Emily Jia, Sameer Singh and Himabindu Lakkaraju
- 2020
- Proceedings of the AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society
"How Do I Fool You?": Manipulating User Trust via Misleading Black Box Explanations

By: Himabindu Lakkaraju and Osbert Bastani
- Quarterly Journal of Economics
Human Decisions and Machine Predictions

By: Jon Kleinberg, Himabindu Lakkaraju, Jure Leskovec, Jens Ludwig and Sendhil Mullainathan