Aggregation of affine estimators (Q2447090)

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Language	Label	Description	Also known as
English	Aggregation of affine estimators	scientific article

Statements

scholarly article

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Aggregation of affine estimators (English)

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Philippe Rigollet

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Electronic Journal of Statistics

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publication date

24 April 2014

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full work available at URL

https://arxiv.org/abs/1311.2799

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https://projecteuclid.org/euclid.ejs/1397134174

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zbMATH Keywords

aggregation

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affine estimators

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Gaussian mean

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oracle inequalities

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Maurey's argument

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MaRDI profile type

MaRDI publication profile

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PAC-Bayesian bounds for sparse regression estimation with exponential weights

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Simultaneous analysis of Lasso and Dantzig selector

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Sparsity oracle inequalities for the Lasso

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Statistical learning theory and stochastic optimization. Ecole d'Eté de Probabilitiés de Saint-Flour XXXI -- 2001.

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All Admissible Linear Estimates of the Mean Vector

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Penalized blockwise Stein's method, monotone oracles and sharp adaptive estimation

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Deviation optimal learning using greedy \(Q\)-aggregation

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Sharp oracle inequalities for aggregation of affine estimators

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Aggregation by Exponential Weighting and Sharp Oracle Inequalities

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The Gelfand widths of \(\ell_p\)-balls for \(0 < p \leq 1\)

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Mixing least-squares estimators when the variance is unknown

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Functional aggregation for nonparametric regression.

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Information Theory and Mixing Least-Squares Regressions

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Optimal rates of aggregation in classification under low noise assumption

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Adaptive estimation of a quadratic functional by model selection.

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Aggregation via empirical risk minimization

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General nonexact oracle inequalities for classes with a subexponential envelope

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Generalized mirror averaging and \(D\)-convex aggregation

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Optimal learning with \textit{Q}-aggregation

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Optimal filtering of square-integrable signals in Gaussian noise

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Kullback-Leibler aggregation and misspecified generalized linear models

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Linear and convex aggregation of density estimators

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Exponential screening and optimal rates of sparse estimation

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Sparse estimation by exponential weighting

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Minimax Rates of Estimation for High-Dimensional Linear Regression Over $\ell_q$-Balls

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Learning Theory and Kernel Machines

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Introduction to nonparametric estimation

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Adaptive Minimax Estimation over Sparse $\ell_q$-Hulls

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Aggregating regression procedures to improve performance

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Identifiers

zbMATH Open document ID

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10.1214/14-EJS886

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Mathematics Subject Classification ID

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zbMATH DE Number

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Sitelinks

Mathematics(1 entry)

mardi Publication:2447090

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