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There is some work to convert NNs to decision trees. https://towardsdatascience.com/neural-networks-as-decision-trees-89cd9fdcdf6a https://towardsdatascience.c
by sitkack 2y ago
There is some work to convert NNs to decision trees.
https://towardsdatascience.com/neural-networks-as-decision-trees-89cd9fdcdf6a https://towardsdatascience.com/neural-networks-as-decision-t...
https://arxiv.org/abs/2210.05189 https://arxiv.org/abs/2210.05189
I haven't reviewed any of it, I only know of it tangentially.
https://www.semanticscholar.org/paper/Converting-A-Trained-Neural-Network-To-a-Decision-Boz/fb6172737873a69bd8d0117c88301121b5cabfa3 https://www.semanticscholar.org/paper/Converting-A-Trained-N...
Distilling a Neural Network Into a Soft Decision Tree
https://arxiv.org/abs/1711.09784 https://arxiv.org/abs/1711.09784
GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent
https://arxiv.org/abs/2305.03515 https://arxiv.org/abs/2305.03515