Search Results for author: Emmanuel Caron

Found 3 papers, 1 papers with code

A finite sample analysis of the benign overfitting phenomenon for ridge function estimation

no code implementations25 Jul 2020 Emmanuel Caron, Stephane Chretien

Recent extensive numerical experiments in high scale machine learning have allowed to uncover a quite counterintuitive phase transition, as a function of the ratio between the sample size and the number of parameters in the model.

Linear regression with stationary errors : the R package slm

1 code implementation15 Jun 2019 Emmanuel Caron, Jérôme Dedecker, Michel Bertrand

This paper introduces the R package slm which stands for Stationary Linear Models.

Applications Computation Methodology 62J05, 60G10, 62F03, 62M10, 62M15, 68-01

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