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Stephen Hoover

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titleconferencedate
Measuring Model FairnessPyData Los Angeles 20182018-10-17
Case study analyzes anonymized Civis Analytics client data (~130k rows, ~10k labeled African American, ~120k white) using a logistic regression classifier and…
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Scaling Scikit LearnPyData Seattle 20172017-06-30
A scikit-learn-based backend runs training on EC2 (training data must fit memory) and pushes predictions over Redshift tables by splitting Redshift exports…
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