Gradient and Newton Boosting for Classification and Regression

9 August 2018

Papers citing "Gradient and Newton Boosting for Classification and Regression"

17 / 17 papers shown

Title
A Spatio-Temporal Machine Learning Model for Mortgage Credit Risk: Default Probabilities and Loan Portfolios Pascal Kündig Fabio Sigrist 64 1 0 03 Oct 2024
Forecasting with Hyper-Trees Alexander März Kashif Rasul 127 0 0 13 May 2024
MFAI: A Scalable Bayesian Matrix Factorization Approach to Leveraging Auxiliary Information Zhiwei Wang Fa Zhang Conghui Zheng Xianghong Hu Mingxuan Cai Can Yang 29 1 0 05 Mar 2023
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
Distributional Gradient Boosting Machines Alexander März Thomas Kneib AI4CE 64 7 0 02 Apr 2022
Improved prediction rule ensembling through model-based data generation Benny Markovitch M. Fokkema 11 0 0 28 Sep 2021
Experimental Investigation and Evaluation of Model-based Hyperparameter Optimization Eva Bartz Martin Zaefferer Olaf Mersmann Thomas Bartz-Beielstein 56 4 0 19 Jul 2021
Probabilistic Gradient Boosting Machines for Large-Scale Probabilistic Regression O. Sprangers Sebastian Schelter Maarten de Rijke AI4CE 51 39 0 03 Jun 2021
Latent Gaussian Model Boosting Fabio Sigrist AI4CE 34 23 0 19 May 2021
Unified Robust Boosting Zhu Wang 11 1 0 19 Jan 2021
SnapBoost: A Heterogeneous Boosting Machine Thomas Parnell Andreea Anghel M. Lazuka Nikolas Ioannou Sebastian Kurella Peshal Agarwal N. Papandreou Haralambos Pozidis 35 0 0 17 Jun 2020
Boosting on the shoulders of giants in quantum device calibration A. Wozniakowski Jayne Thompson M. Gu F. Binder 38 3 0 13 May 2020
Robust Boosting for Regression Problems Xiaomeng Ju M. S. Barrera 10 12 0 06 Feb 2020
CatBoostLSS -- An extension of CatBoost to probabilistic forecasting Alexander März AI4TS 48 10 0 04 Jan 2020
XGBoostLSS -- An extension of XGBoost to probabilistic forecasting Alexander März AI4TS 42 24 0 06 Jul 2019
Accelerating Gradient Boosting Machine Haihao Lu Sai Praneeth Karimireddy Natalia Ponomareva Vahab Mirrokni AI4CE 44 12 0 20 Mar 2019
KTBoost: Combined Kernel and Tree Boosting Fabio Sigrist 71 27 0 11 Feb 2019