Decision Stream: Cultivating Deep Decision Trees

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Decision Stream: Cultivating Deep Decision Trees

25 April 2017

Andrey D. Ignatov

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Papers citing "Decision Stream: Cultivating Deep Decision Trees"

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Title
Decision Predicate Graphs: Enhancing Interpretability in Tree Ensembles Leonardo Arrighi Luca Pennella G. Tavares Sylvio Barbon Junior 82 2 0 03 Apr 2024
Optimal Decision Diagrams for Classification Alexandre M. Florio P. Martins Maximilian Schiffer Thiago Serra Thibaut Vidal 61 13 0 28 May 2022
Optimizing Binary Decision Diagrams with MaxSAT for classification Hao Hu Marie-José Huguet Mohamed Siala 47 11 0 21 Mar 2022
LaDiff ULMFiT: A Layer Differentiated training approach for ULMFiT Mohammed Azhan M. Ahmad 43 8 0 13 Jan 2021
Controlling Information Capacity of Binary Neural Network D. Ignatov Andrey D. Ignatov MQ 115 22 0 04 Aug 2020
AI Benchmark: All About Deep Learning on Smartphones in 2019 Andrey D. Ignatov Radu Timofte Andrei Kulik Seungsoo Yang Ke Wang Felix Baum Max Wu Lirong Xu Luc Van Gool ELM 53 222 0 15 Oct 2019
A Novel Hyperparameter-free Approach to Decision Tree Construction that Avoids Overfitting by Design Rafael García Leiva Antonio Fernández Anta Vincenzo Mancuso Paolo Casari TPM 34 52 0 04 Jun 2019