オープン アクセスを義務付けられた論文 - Andreas Christmann詳細
一般には非公開: 3 件
Universal consistency and robustness of localized support vector machines
F Dumpert, A Christmann
Neurocomputing 315, 96-106, 2018
委任: German Research Foundation
On extension theorems and their connection to universal consistency in machine learning
A Christmann, F Dumpert, DH Xiang
Analysis and Applications 14 (06), 795-808, 2016
委任: National Natural Science Foundation of China, German Research Foundation
Learning Theory and Approximation
A Christmann, K Jetter, S Smale, DX Zhou
Oberwolfach Reports 13 (3), 1875-1941, 2017
委任: US National Science Foundation, National Natural Science Foundation of China …
一般公開: 9 件
Robust estimation of Cronbach's alpha
A Christmann, S Van Aelst
Journal of Multivariate Analysis 97 (7), 1660-1674, 2006
委任: German Research Foundation
Robustness of reweighted least squares kernel based regression
M Debruyne, A Christmann, M Hubert, JAK Suykens
Journal of Multivariate Analysis 101 (2), 447-463, 2010
委任: Research Foundation (Flanders)
Learning rates for the risk of kernel-based quantile regression estimators in additive models
A Christmann, DX Zhou
Analysis and Applications 14 (03), 449-477, 2016
委任: German Research Foundation, Research Grants Council, Hong Kong
On the robustness of regularized pairwise learning methods based on kernels
A Christmann, DX Zhou
Journal of Complexity 37, 1-33, 2016
委任: National Natural Science Foundation of China, German Research Foundation
Analysis of surgical management of calvarial tumours and first results of a newly designed robotic trepanation system
M Engelhardt, P Bast, N Jeblink, W Lauer, A Popovic, H Eufinger, ...
min-Minimally Invasive Neurosurgery 49 (02), 98-103, 2006
委任: German Research Foundation
Total stability of kernel methods
A Christmann, D Xiang, DX Zhou
Neurocomputing 289, 101-118, 2018
委任: National Natural Science Foundation of China, German Research Foundation …
Robustness and stability of reweighted kernel based regression
M Debruyne, A Christmann, M Hubert, JAK Suykens
Leuven, Belgium, 2008
委任: Research Foundation (Flanders)
On the robustness of kernel-based pairwise learning
P Gensler, A Christmann
Artificial Intelligence, Big Data and Data Science in Statistics: Challenges …, 2022
委任: German Research Foundation
On the bootstrap approach for support vector machines and related kernel based methods
A Christmann, R Hable
Proceedings 59th ISI World Statistics Congress, 2013
委任: German Research Foundation
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