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Lost in Pruning: The Effects of Pruning Neural Networks beyond Test Accuracy

Mar 04, 2021
Lucas Liebenwein, Cenk Baykal, Brandon Carter, David Gifford, Daniela Rus

* Published in MLSys 2021 

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Maximum n-times Coverage for COVID-19 Vaccine Design

Jan 24, 2021
Ge Liu, Brandon Carter, David Gifford

* 8 pages, 4 figures 

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Overinterpretation reveals image classification model pathologies

Mar 19, 2020
Brandon Carter, Siddhartha Jain, Jonas Mueller, David Gifford

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Embedding Comparator: Visualizing Differences in Global Structure and Local Neighborhoods via Small Multiples

Dec 10, 2019
Angie Boggust, Brandon Carter, Arvind Satyanarayan

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What made you do this? Understanding black-box decisions with sufficient input subsets

Oct 09, 2018
Brandon Carter, Jonas Mueller, Siddhartha Jain, David Gifford

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