124 citations · 147 across the 12 of their papers we have counts for
Showing 2018 · cs.LGShow all
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cs.LG2018
Hierarchical Classification using Binary Data
Denali Molitor, Deanna Needell
In classification problems, especially those that categorize data into a large number of classes, the classes often naturally follow a hierarchical structure. That is, some classes…
cs.LG2018★ 124 cited
Model Agnostic Supervised Local Explanations
Gregory Plumb, Denali Molitor, Ameet Talwalkar
Model interpretability is an increasingly important component of practical machine learning. Some of the most common forms of interpretability systems are example-based, local, and…