Adaptive Neural Trees

Kai Arulkumaran
Kai Arulkumaran
Daniel C. Alexander
Daniel C. Alexander

CoRR, Volume abs/1807.06699, 2018.

Cited by: 36|Bibtex|Views23|Links
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Abstract:

Deep neural networks and decision trees operate on largely separate paradigms; typically, the former performs representation learning with pre-specified architectures, while the latter is characterised by learning hierarchies over pre-specified features with data-driven architectures. We unite the two via adaptive neural trees (ANTs), a...More

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