GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent

GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent

5 May 2023

Sascha Marton

Christian Bartelt

Heiner Stuckenschmidt

Papers citing "GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent"

8 / 8 papers shown

Title
LHT: Statistically-Driven Oblique Decision Trees for Interpretable Classification Hongyi Li Jun Xu William Ward Armstrong 29 0 0 07 May 2025
MOSIC: Model-Agnostic Optimal Subgroup Identification with Multi-Constraint for Improved Reliability Wenxin Chen Weishen Pan Kyra Gan Fei Wang CML 34 0 0 29 Apr 2025
Decision Tree Induction Through LLMs via Semantically-Aware Evolution Tennison Liu Nicolas Huynh M. Schaar 63 0 0 18 Mar 2025
Neurosymbolic Decision Trees Matthias Möller Arvid Norlander Pedro Zuidberg Dos Martires Luc de Raedt NAI 49 0 0 11 Mar 2025
Decision Trees That Remember: Gradient-Based Learning of Recurrent Decision Trees with Memory Sascha Marton Moritz Schneider AI4CE 80 0 0 06 Feb 2025
GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data Sascha Marton Stefan Lüdtke Christian Bartelt Heiner Stuckenschmidt LMTD 18 5 0 29 Sep 2023
Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data Sergei Popov S. Morozov Artem Babenko LMTD 93 297 0 13 Sep 2019
SMOTE: Synthetic Minority Over-sampling Technique Nitesh Chawla Kevin W. Bowyer Lawrence Hall W. Kegelmeyer AI4TS 163 25,296 0 09 Jun 2011