Concepedia

Gregory Plumb

GP

Statistics

Publications

7

Citations

936

H-Index

7

Active since

2018

Affiliations

Carnegie Mellon University(Current)

University of Washington

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

Top concepts

EngineeringData ScienceExplainable AiComputer ScienceInterpretabilityMachine LearningPredictive AnalyticsArtificial IntelligenceDeep LearningAutomated Reasoning

Publications per year

2018–2023

7

Publications

7

Interpretable Machine Learning

Valerie Chen, Jeffrey Li, Joon Sik Kim et al. · Queue · 2021 · 540 citations · Full text

Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning +13

Interpretable machine learning

Valerie Chen, Jeffrey Li, Joon Sik Kim et al. · Communications of the ACM · 2022 · 208 citations · Full text

Model Agnostic Supervised Local Explanations

Gregory Plumb, Denali Molitor, Ameet Talwalkar · arXiv (Cornell University) · 2018 · 113 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Regularizing Black-box Models for Improved Interpretability

Gregory Plumb, Maruan Al-Shedivat, Ángel Alexander Cabrera et al. · arXiv (Cornell University) · 2019 · 37 citations · Full text

Artificial Intelligence, Explanation Quality, Machine Learning +17

Model Agnostic Supervised Local Explanations

Gregory Plumb, Denali Molitor, Ameet Talwalkar · arXiv (Cornell University) · 2018 · 16 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

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