A Neural Tangent Kernel Formula for Ensembles of Soft Trees with Arbitrary Architectures.
Ryuichi KanohMahito SugiyamaPublished in: CoRR (2022)
Keyphrases
- decision trees
- tree ensembles
- neural architectures
- neural network
- decision stumps
- kernel function
- kernel methods
- decision tree ensembles
- support vector
- kernel machines
- random forests
- network architecture
- component analysis
- tree structure
- gaussian processes
- ensemble learning
- ensemble methods
- bio inspired
- kernel matrix
- regression trees
- feature space
- tangent distance
- tangent space
- neural models
- neural model
- input space
- machine learning