Inequalities for uniform deviations of averages from expectations with applications to nonparametric regression
By Michael Kohler. 2000
55 citations recorded by the source corpus.
Subfields: Control and Systems Engineering, Numerical Analysis, Statistics and Probability
View Paper: https://www.semanticscholar.org/paper/29f7ac32070499a01f94c487b03e669c7becac95
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Control and Systems Engineering
- Amir-massoud Farahmand
- Csaba Szepesvari
- Y. Baraud
- Dmitry Panchenko
- Vladimir Koltchinskii
- Gábor Lugosi
- Hado van Hasselt
- Nan Jiang
In Numerical Analysis
- Y. Baraud
- Dmitry Panchenko
- Vladimir Koltchinskii
- Amir-massoud Farahmand
- Csaba Szepesvari
- Gábor Lugosi
- Tong Zhang
- Cun-Hui Zhang
In Statistics and Probability
- Amir-massoud Farahmand
- Csaba Szepesvari
- Vladimir Koltchinskii
- Y. Baraud
- Dmitry Panchenko
- Richard Nickl
- Olivier Bousquet
- Gábor Lugosi
Citations in the corpus
- Rejoinder: Local Rademacher complexities and oracle inequalities in risk minimization (2006, background): “In addition to already mentioned papers by Birgé and Massart [8], Barron, Birgé and Massart [3] and Massart [36], we refer the reader to a book by van de Geer [46], a book by Györfi, Kohler, Krzyzak and Walk [22] and papers by Baraud [2] and Kohler [25].”
- Some Extensions of an Inequality of Vapnik and Chervonenkis (2002, background): “One can find alternative extensions of (2.2) in [ 5 ].”
- Regularization in reinforcement learning (2011, background): “, Kohler et al. [2002]. The detail of the way model selection should be implemented and analyzed, however, is outside the scope of this work.”
- Model selection for regression on a random design (2002, background): “[2], Kohler [15], Wegkamp [19], Yang [21] and Catoni [9] fail to provide an adaptive estimator over such classes.”