Decision Trees That Remember: Gradient-Based Learning of Recurrent Decision Trees with Memory

Sascha Marton, Moritz Schneider

Neural architectures such as Recurrent Neural Networks (RNNs), Transformers, and State-Space Models have shown great success in handling sequential data by learning temporal depend…