Gregory Plumb - Concepedia

Author

Gregory Plumb

Also Known As

Gregory Plumb, Plumb, Gregory

Publications

977

Citations

H-Index

Concepts

All Affiliations

Gregory Plumb is an author at Carnegie Mellon University specializing in model interpretability, engineering, and predictive analytics.

#	Concept	H-Index	Publications	Citations
1	Engineering	4	4	706
2	Computer Science	4	4	706
3	Data Science	4	4	706
4	Artificial Intelligence	4	4	706
5	Management	1	1	540

Gregory Plumb

Publications

936

Citations

H-Index

Page 1

	Year	Citations
Interpretable Machine Learning Valerie Chen, Jeffrey Li, Joon Sik Kim, Queue Artificial IntelligenceInterpretable Machine LearningInteractive Machine LearningMachine LearningData Science	2021	540
Interpretable machine learning Valerie Chen, Jeffrey Li, Joon Sik Kim, Communications of the ACM	2022	208
Model Agnostic Supervised Local Explanations Gregory Plumb, Denali Molitor, Ameet Talwalkar arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolNatural Language Processing	2018	113
Regularizing Black-box Models for Improved Interpretability Gregory Plumb, Maruan Al-Shedivat, Ángel Alexander Cabrera, arXiv (Cornell University) Artificial IntelligenceExplanation QualityMachine LearningEngineeringMachine Learning Tool	2019	37
Model Agnostic Supervised Local Explanations Gregory Plumb, Denali Molitor, Ameet Talwalkar arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolNatural Language Processing	2018	16
Interpretable Machine Learning: Moving From Mythos to Diagnostics Valerie Chen, Jeffrey Li, Joon Sik Kim, arXiv (Cornell University)	2021	12
Where Does My Model Underperform? A Human Evaluation of Slice Discovery Algorithms Nari Johnson, Ángel Alexander Cabrera, Gregory Plumb, Proceedings of the AAAI Conference on Human Computation and Crowdsourcing	2023	10

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