649 citations · 914 across the 10 of their papers we have counts for
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stat.ML2017★ 3 cited
Prediction Scores as a Window into Classifier Behavior
Medha Katehara, Emma Beauxis-Aussalet, Bilal Alsallakh
Most multi-class classifiers make their prediction for a test sample by scoring the classes and selecting the one with the highest score. Analyzing these prediction scores is usefu…
cs.CV2017★ 211 cited
Do Convolutional Neural Networks Learn Class Hierarchy?
Bilal Alsallakh, Amin Jourabloo, Mao Ye +2
Convolutional Neural Networks (CNNs) currently achieve state-of-the-art accuracy in image classification. With a growing number of classes, the accuracy usually drops as the possib…