Human Decisions and Machine Predictions

More from the Authors

• • 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
• • Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining

  The Selective Labels Problem: Evaluating Algorithmic Predictions in the Presence of Unobservables

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