Neural Random Forests

Neural Random Forests

25 April 2016

Papers citing "Neural Random Forests"

15 / 15 papers shown

Title
Feature Inference Attack on Shapley Values Xinjian Luo Yangfan Jiang X. Xiao AAML FAtt 46 19 0 16 Jul 2024
Bayesian Additive Regression Networks D. V. Boxel UQCV BDL 31 0 0 05 Apr 2024
Data-driven multinomial random forest Junhao Chen Xueli wang 16 0 0 09 Apr 2023
Data-driven multinomial random forest: A new random forest variant with strong consistency JunHao Chen 16 7 0 28 Nov 2022
ExSpliNet: An interpretable and expressive spline-based neural network Daniele Fakhoury Emanuele Fakhoury H. Speleers 11 34 0 03 May 2022
Feature Inference Attack on Model Predictions in Vertical Federated Learning Xinjian Luo Yuncheng Wu Xiaokui Xiao Beng Chin Ooi FedML AAML 11 219 0 20 Oct 2020
Machine Unlearning for Random Forests Jonathan Brophy Daniel Lowd MU 24 159 0 11 Sep 2020
Fast, Accurate, and Simple Models for Tabular Data via Augmented Distillation Rasool Fakoor Jonas W. Mueller Nick Erickson Pratik Chaudhari Alex Smola 26 54 0 25 Jun 2020
Model family selection for classification using Neural Decision Trees Anthea Mérida Montes de Oca Argyris Kalogeratos Mathilde Mougeot 18 0 0 20 Jun 2020
Uncertainty Quantification for Sparse Deep Learning Yuexi Wang Veronika Rockova BDL UQCV 36 31 0 26 Feb 2020
Sequential Training of Neural Networks with Gradient Boosting S. Emami Gonzalo Martýnez-Muñoz ODL 21 19 0 26 Sep 2019
A Nonparametric Ensemble Binary Classifier and its Statistical Properties Tanujit Chakraborty A. Chakraborty C. A. Murthy 17 18 0 29 Apr 2018
Forward Thinking: Building Deep Random Forests Kevin Miller Chris Hettinger J. Humpherys Tyler J. Jarvis David Kartchner AI4CE 14 41 0 20 May 2017
Neural Decision Trees Randall Balestriero 18 47 0 23 Feb 2017
A Random Forest Guided Tour Gérard Biau Erwan Scornet AI4TS 158 2,738 0 18 Nov 2015