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



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



Ge Liu , Brandon Carter , David Gifford

* 8 pages, 4 figures 

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Overinterpretation reveals image classification model pathologies



Brandon Carter , Siddhartha Jain , Jonas Mueller , David Gifford


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Information Condensing Active Learning



Siddhartha Jain , Ge Liu , David Gifford


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Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles



Siddhartha Jain , Ge Liu , Jonas Mueller , David Gifford

* 10 pages, 3 figures 

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



Brandon Carter , Jonas Mueller , Siddhartha Jain , David Gifford


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