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Boosting Functional Regression Models with FDboost
v1v2v3 (latest)

Boosting Functional Regression Models with FDboost

Journal of Statistical Software (JSS), 2017
30 May 2017
S. Brockhaus
David Rügamer
S. Greven
ArXiv (abs)PDFHTML

Papers citing "Boosting Functional Regression Models with FDboost"

11 / 11 papers shown
Title
A Functional Extension of Semi-Structured Networks
A Functional Extension of Semi-Structured NetworksNeural Information Processing Systems (NeurIPS), 2024
David Rügamer
Bernard X. W. Liew
Zainab Altai
Almond Stöcker
124
0
0
07 Oct 2024
Scalable Higher-Order Tensor Product Spline Models
Scalable Higher-Order Tensor Product Spline Models
David Rügamer
149
3
0
02 Feb 2024
scikit-fda: A Python Package for Functional Data Analysis
scikit-fda: A Python Package for Functional Data AnalysisJournal of Statistical Software (JSS), 2022
Carlos Ramos-Carreño
J. L. Torrecilla
Miguel Carbajo-Berrocal
P. Marcos
A. Suárez
GPAI4CE
342
42
0
04 Nov 2022
Privacy-Preserving and Lossless Distributed Estimation of
  High-Dimensional Generalized Additive Mixed Models
Privacy-Preserving and Lossless Distributed Estimation of High-Dimensional Generalized Additive Mixed ModelsStatistics and computing (Stat. Comput.), 2022
Daniel Schalk
B. Bischl
David Rügamer
199
0
0
14 Oct 2022
A review of predictive uncertainty estimation with machine learning
A review of predictive uncertainty estimation with machine learningArtificial Intelligence Review (Artif Intell Rev), 2022
Hristos Tyralis
Georgia Papacharalampous
UDUQCV
323
71
0
17 Sep 2022
Classification ensembles for multivariate functional data with
  application to mouse movements in web surveys
Classification ensembles for multivariate functional data with application to mouse movements in web surveys
Amanda Fernández-Fontelo
Felix Henninger
Pascal J. Kieslich
Frauke Kreuter
S. Greven
89
3
0
26 May 2022
Accelerated Componentwise Gradient Boosting using Efficient Data
  Representation and Momentum-based Optimization
Accelerated Componentwise Gradient Boosting using Efficient Data Representation and Momentum-based Optimization
Daniel Schalk
J. Herbinger
David Rügamer
165
4
0
07 Oct 2021
Automatic Componentwise Boosting: An Interpretable AutoML System
Automatic Componentwise Boosting: An Interpretable AutoML System
Stefan Coors
Daniel Schalk
J. Herbinger
David Rügamer
TPM
218
3
0
12 Sep 2021
Functional additive models on manifolds of planar shapes and forms
Functional additive models on manifolds of planar shapes and formsJournal of Computational And Graphical Statistics (JCGS), 2021
Almond Stocker
Lisa Steyer
S. Greven
300
7
0
06 Sep 2021
FDApy: a Python package for functional data
FDApy: a Python package for functional dataJournal of Open Source Software (JOSS), 2021
Steven Golovkine
AI4CE
132
2
0
26 Jan 2021
Conditional Independence Testing in Hilbert Spaces with Applications to
  Functional Data Analysis
Conditional Independence Testing in Hilbert Spaces with Applications to Functional Data Analysis
A. Lundborg
Rajen Dinesh Shah
J. Peters
252
27
0
18 Jan 2021
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