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cs.CV2020★ 4 cited
SegNBDT: Visual Decision Rules for Segmentation
Alvin Wan, Daniel Ho, Younjin Song +3
The black-box nature of neural networks limits model decision interpretability, in particular for high-dimensional inputs in computer vision and for dense pixel prediction tasks li…
cs.CV2020
NBDT: Neural-Backed Decision Trees
Alvin Wan, Lisa Dunlap, Daniel Ho +6
Machine learning applications such as finance and medicine demand accurate and justifiable predictions, barring most deep learning methods from use. In response, previous work comb…