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Optimal upper and lower bounds for the true and empirical excess risks in heteroscedastic least-squares regression
24 April 2013
Adrien Saumard
Re-assign community
ArXiv (abs)
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Papers citing
"Optimal upper and lower bounds for the true and empirical excess risks in heteroscedastic least-squares regression"
4 / 4 papers shown
Title
Aggregated hold out for sparse linear regression with a robust loss function
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On optimality of empirical risk minimization in linear aggregation
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Concentration behavior of the penalized least squares estimator
Alan Muro
Sara van de Geer
51
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27 Nov 2015
Slope heuristics and V-Fold model selection in heteroscedastic regression using strongly localized bases
F. Navarro
Adrien Saumard
77
16
0
21 May 2015
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