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Gradient and Newton Boosting for Classification and Regression
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Gradient and Newton Boosting for Classification and Regression

Fabio Sigrist
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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
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
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
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
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
Distributional Gradient Boosting Machines
Alexander März
Thomas Kneib
AI4CE
64
7
0
02 Apr 2022
Improved prediction rule ensembling through model-based data generation
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
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
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
Latent Gaussian Model Boosting
Fabio Sigrist
AI4CE
32
23
0
19 May 2021
Unified Robust Boosting
Unified Robust Boosting
Zhu Wang
11
1
0
19 Jan 2021
SnapBoost: A Heterogeneous Boosting Machine
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
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
Robust Boosting for Regression Problems
Xiaomeng Ju
M. S. Barrera
8
12
0
06 Feb 2020
CatBoostLSS -- An extension of CatBoost to probabilistic forecasting
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
XGBoostLSS -- An extension of XGBoost to probabilistic forecasting
Alexander März
AI4TS
33
24
0
06 Jul 2019
Accelerating Gradient Boosting Machine
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
KTBoost: Combined Kernel and Tree Boosting
Fabio Sigrist
69
27
0
11 Feb 2019