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Lepskii Principle in Supervised Learning

Lepskii Principle in Supervised Learning

26 May 2019
Gilles Blanchard
Peter Mathé
Nicole Mücke
ArXiv (abs)PDFHTML

Papers citing "Lepskii Principle in Supervised Learning"

5 / 5 papers shown
Title
Statistical inverse learning problems with random observations
Statistical inverse learning problems with random observations
Abhishake
T. Helin
Nicole Mucke
66
1
0
23 Dec 2023
Adaptive learning of density ratios in RKHS
Adaptive learning of density ratios in RKHS
Werner Zellinger
S. Kindermann
S. Pereverzyev
69
5
0
30 Jul 2023
Analyzing the discrepancy principle for kernelized spectral filter
  learning algorithms
Analyzing the discrepancy principle for kernelized spectral filter learning algorithms
Alain Celisse
Martin Wahl
65
18
0
17 Apr 2020
Tikhonov regularization with oversmoothing penalty for nonlinear
  statistical inverse problems
Tikhonov regularization with oversmoothing penalty for nonlinear statistical inverse problems
Abhishake Rastogi
66
5
0
01 Feb 2020
Adaptive Stopping Rule for Kernel-based Gradient Descent Algorithms
Xiangyu Chang
Shao-Bo Lin
67
0
0
09 Jan 2020
1