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Gregory Plumb

Carnegie Mellon University

26

Works

981

Citations

8

h-index

7

i10-index

Research Topics

Explainable Artificial Intelligence (XAI)Machine Learning and Data Classification Adversarial Robustness in Machine Learning

Affiliations

University of Wisconsin–Madison2015–2017

Carnegie Mellon University2018–2023

RMIT University2012–2014

Top Works

Interpretable Machine Learning

Valerie Chen,Jeffrey Li,et al.

2021540 citations

Gregory Plumb | Researchclopedia

Machine Learning in Healthcare

Software Engineering Research

Interpretable machine learning

Valerie Chen,Jeffrey Li,et al.

2022209 citations

Model Agnostic Supervised Local Explanations

Gregory Plumb,Denali Molitor,et al.

2018114 citations

Regularizing Black-box Models for Improved Interpretability

Gregory Plumb,Maruan Al-Shedivat,et al.

201937 citations

Model Agnostic Supervised Local Explanations

Gregory Plumb,Denali Molitor,et al.

201816 citations

Interpretable Machine Learning: Moving From Mythos to Diagnostics

Valerie Chen,Jeffrey Li,et al.

202112 citations

Where Does My Model Underperform? A Human Evaluation of Slice Discovery Algorithms

Nari Johnson,Ángel Alexander Cabrera,et al.

202311 citations

Use-Case-Grounded Simulations for Explanation Evaluation

Valerie Chen,Nari Johnson,et al.

20228 citations

An Innovative Offshore Delivery of an Undergraduate Mechanical Engineering Program

Firoz Alam,Aleksandar Subic,et al.

20124 citations