Apoorva Shetty

sciscore: 2.571




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"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro and Sameer Singh and Carlos Guestrin
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG, cs.AI, stat.ML

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Summary by Apoorva Shetty 2 months ago
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Sanity Checks for Saliency Maps
Julius Adebayo and Justin Gilmer and Michael Muelly and Ian Goodfellow and Moritz Hardt and Been Kim
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV, cs.LG, stat.ML

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Summary by Apoorva Shetty 3 months ago
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Summary by Apoorva Shetty 4 months ago
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Towards A Rigorous Science of Interpretable Machine Learning
Finale Doshi-Velez and Been Kim
arXiv e-Print archive - 2017 via Local arXiv
Keywords: stat.ML, cs.AI, cs.LG

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Summary by Apoorva Shetty 6 months ago
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The Promise and Peril of Human Evaluation for Model Interpretability
Bernease Herman
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.AI, cs.LG, stat.ML

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Summary by Apoorva Shetty 6 months ago
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Summary by Apoorva Shetty 6 months ago
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Summary by Apoorva Shetty 6 months ago
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