Accelerated Gradient Boosting

6 March 2018

Papers citing "Accelerated Gradient Boosting"

12 / 12 papers shown

Title
How to Boost Any Loss Function Richard Nock Yishay Mansour 62 0 0 02 Jul 2024
TRBoost: A Generic Gradient Boosting Machine based on Trust-region Method Jiaqi Luo Zihao Wei Junkai Man Shi-qian Xu 67 8 0 28 Sep 2022
GBHT: Gradient Boosting Histogram Transform for Density Estimation Jingyi Cui H. Hang Yisen Wang Zhouchen Lin 50 9 0 10 Jun 2021
Gradient Boosted Binary Histogram Ensemble for Large-scale Regression H. Hang Tao Huang Yuchao Cai Hanfang Yang Zhouchen Lin 41 5 0 03 Jun 2021
Latent Gaussian Model Boosting Fabio Sigrist AI4CE 68 23 0 19 May 2021
Predicting Demand for Air Taxi Urban Aviation Services using Machine Learning Algorithms S. Rajendran S. Srinivas Trenton Grimshaw AI4TS 28 61 0 26 Mar 2021
Boosting algorithms in energy research: A systematic review Hristos Tyralis Georgia Papacharalampous 109 45 0 01 Apr 2020
Fully-Corrective Gradient Boosting with Squared Hinge: Fast Learning Rates and Early Stopping Jinshan Zeng Min Zhang Shao-Bo Lin 56 18 0 01 Apr 2020
Accelerating Gradient Boosting Machine Haihao Lu Sai Praneeth Karimireddy Natalia Ponomareva Vahab Mirrokni AI4CE 62 12 0 20 Mar 2019
SuperTML: Two-Dimensional Word Embedding for the Precognition on Structured Tabular Data Baohua Sun Lin Yang Wenhan Zhang Michael Lin Patrick Dong Charles Young Jason Dong LMTD 8 9 0 26 Feb 2019
Proximal boosting: aggregating weak learners to minimize non-differentiable losses Erwan Fouillen C. Boyer Maxime Sangnier FedML 70 2 0 29 Aug 2018
Gradient and Newton Boosting for Classification and Regression Fabio Sigrist 89 62 0 09 Aug 2018