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Himabindu Lakkaraju

Towards Robust Off-Policy Evaluation via Human Inputs

Sep 18, 2022
Harvineet Singh, Shalmali Joshi, Finale Doshi-Velez, Himabindu Lakkaraju

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* 10 pages, 5 figures, 1 table. Appeared at AIES '22: Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society. Expanded version of arXiv:2103.15933

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Evaluating Explainability for Graph Neural Networks

Aug 19, 2022
Chirag Agarwal, Owen Queen, Himabindu Lakkaraju, Marinka Zitnik

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TalkToModel: Understanding Machine Learning Models With Open Ended Dialogues

Jul 08, 2022
Dylan Slack, Satyapriya Krishna, Himabindu Lakkaraju, Sameer Singh

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* Pre-print; comments welcome! Reach out to [email protected]

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Flatten the Curve: Efficiently Training Low-Curvature Neural Networks

Jun 14, 2022
Suraj Srinivas, Kyle Matoba, Himabindu Lakkaraju, Francois Fleuret

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A Human-Centric Take on Model Monitoring

Jun 06, 2022
Murtuza N Shergadwala, Himabindu Lakkaraju, Krishnaram Kenthapadi

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* 4 pages, 0 figures

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Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post hoc Explanations

Jun 02, 2022
Tessa Han, Suraj Srinivas, Himabindu Lakkaraju

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