Finite sample properties of parametric MMD estimation: robustness to misspecification and dependence (Q2073208)

scientific article; zbMATH DE number 7467718

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English	Finite sample properties of parametric MMD estimation: robustness to misspecification and dependence	scientific article; zbMATH DE number 7467718

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instance of

scholarly article

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title

Finite sample properties of parametric MMD estimation: robustness to misspecification and dependence (English)

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author

Badr-Eddine Chérief-Abdellatif

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1 February 2022

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full work available at URL

https://arxiv.org/abs/1912.05737

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https://projecteuclid.org/journals/bernoulli/volume-28/issue-1/Finite-sample-properties-of-parametric-MMD-estimation-Robustness-to/10.3150/21-BEJ1338.full

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zbMATH Keywords

kernel methods

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minimum distance estimation

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robust statistics

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RKHS

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universal estimation

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weak dependence

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MaRDI profile type

Publication

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cites work

The space complexity of approximating the frequency moments

0 references

Density estimation with quadratic loss: a confidence intervals method

0 references

Regression depth and center points.

0 references

A Kernel Multiple Change-point Algorithm via Model Selection

0 references

Rho-estimators revisited: general theory and applications

0 references

A new method for estimation and model selection: \(\rho\)-estimation

0 references

The consistency of posterior distributions in nonparametric problems

0 references

Some theoretical properties of GANs

0 references

Q4112765

0 references

Approximation dans les espaces m�triques et th�orie de l'estimation

0 references

Model selection via testing: an alternative to (penalized) maximum likelihood estimators.

0 references

Concentration inequalities. A nonasymptotic theory of independence

0 references

Sparse Density Estimation with ℓ1 Penalties

0 references

SPADES and mixture models

0 references

Optimal estimation and rank detection for sparse spiked covariance matrices

0 references

Challenging the empirical mean and empirical variance: a deviation study

0 references

Q5501289

0 references

Robust covariance and scatter matrix estimation under Huber's contamination model

0 references

Consistency of variational Bayes inference for estimation and model selection in mixtures

0 references

Finite sample properties of parametric MMD estimation: robustness to misspecification and dependence

0 references

Robust statistical learning with Lipschitz and convex loss functions

0 references

Multidimensional linear functional estimation in sparse Gaussian models and robust estimation of the mean

0 references

Optimal Kullback-Leibler aggregation in mixture density estimation by maximum likelihood

0 references

Weak dependence. With examples and applications.

0 references

Q4139463

0 references

Sub-Gaussian mean estimators

0 references

Combinatorial methods in density estimation

0 references

Robust Estimators in High-Dimensions Without the Computational Intractability

0 references

List-decodable robust mean estimation and learning mixtures of spherical gaussians

0 references

Efficient Algorithms and Lower Bounds for Robust Linear Regression

0 references

Mixing: Properties and examples

0 references

A new weak dependence condition and applications to moment inequalities

0 references

Robust PCA and pairs of projections in a Hilbert space

0 references

Robust dimension-free Gram operator estimates

0 references

Q5405143

0 references

Inconsistency of Bayesian inference for misspecified linear models, and a proposal for repairing it

0 references

Large Sample Properties of Generalized Method of Moments Estimators

0 references

Mean estimation with sub-Gaussian rates in polynomial time

0 references

Weakly dependent functional data

0 references

Loss minimization and parameter estimation with heavy tails

0 references

Robust Estimation of a Location Parameter

0 references

Random generation of combinatorial structures from a uniform distribution

0 references

Robust moment estimation and improved clustering via sum of squares

0 references

On the Assumptions Used to Prove Asymptotic Normality of Maximum Likelihood Estimates

0 references

Q4171418

0 references

Convergence of estimates under dimensionality restrictions

0 references

Robust classification via MOM minimization

0 references

Mean estimation and regression under heavy-tailed distributions: A survey

0 references

Risk minimization by median-of-means tournaments

0 references

Q3496342

0 references

Geometric median and robust estimation in Banach spaces

0 references

Kernel Mean Embedding of Distributions: A Review and Beyond

0 references

Robust Stochastic Approximation Approach to Stochastic Programming

0 references

Q3967358

0 references

Computational aspects of fitting mixture models via the expectation-maximization algorithm

0 references

Minimum Distance and Robust Estimation

0 references

Inégalités de Hoeffding pour les fonctions lipschitziennes de suites dépendantes

0 references

On McDiarmid's concentration inequality

0 references

Asymptotic Theory of Weakly Dependent Random Processes

0 references

A CENTRAL LIMIT THEOREM AND A STRONG MIXING CONDITION

0 references

Hilbert space embeddings and metrics on probability measures

0 references

Minimax Estimation of Kernel Mean Embeddings

0 references

Q4117205

0 references

Asymptotic Statistics

0 references

The Minimum Distance Method

0 references

Rates of convergence of minimum distance estimators and Kolmogorov's entropy

0 references

Identifiers

DOI

10.3150/21-BEJ1338

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Mathematics Subject Classification ID

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Sitelinks

Mathematics(1 entry)

mardi Publication:2073208