Yixiu Wang

Differentiable Decision Tree via "ReLU+Argmin" Reformulation

Decision tree, despite its unmatched interpretability and lightweight structure, faces two key issues that limit its broader applicability: non-differentiability and low testing accuracy. This study addresses these issues by developing a differentiable oblique tree that optimizes the entire tree us…