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Alain Celisse

LPP, MODAL

Minimum discrepancy principle strategy for choosing $k$ in $k$-NN regression

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Aug 20, 2020
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Early stopping and polynomial smoothing in regression with reproducing kernels

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Jul 14, 2020
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Analyzing the discrepancy principle for kernelized spectral filter learning algorithms

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Apr 17, 2020
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New efficient algorithms for multiple change-point detection with kernels

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Oct 12, 2017
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Stability revisited: new generalisation bounds for the Leave-one-Out

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Aug 23, 2016
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A survey of cross-validation procedures for model selection

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Jul 27, 2009
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