GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data

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GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data

International Conference on Learning Representations (ICLR), 2023

29 September 2023

Sascha Marton

Christian Bartelt

Heiner Stuckenschmidt

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Papers citing "GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data"

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Title
iLTM: Integrated Large Tabular Model David Bonet Marçal Comajoan Cara Alvaro Calafell D. M. Montserrat A. Ioannidis LMTD PINN 196 0 0 20 Nov 2025
"A 6 or a 9?": Ensemble Learning Through the Multiplicity of Performant Models and ExplanationsACM Transactions on Knowledge Discovery from Data (TKDD), 2025 Gianlucca L. Zuin Adriano Veloso 139 0 0 11 Sep 2025
Decision Trees That Remember: Gradient-Based Learning of Recurrent Decision Trees with Memory Sascha Marton Moritz Schneider AI4CE 206 0 0 06 Feb 2025
TabM: Advancing Tabular Deep Learning with Parameter-Efficient EnsemblingInternational Conference on Learning Representations (ICLR), 2024 Yury Gorishniy Akim Kotelnikov Artem Babenko LMTD MoE 556 36 0 31 Oct 2024
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.9K 19,183 0 16 Feb 2016