
Optimal ChangePoint Detection and Localization
Given a times series Y in ℝ^n, with a piecewise contant mean and indepe...
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On using empirical null distributions in BenjaminiHochberg procedure
When performing multiple testing, adjusting the distribution of the null...
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On using empirical null distribution in BenjaminiHochberg procedure
When performing multiple testing, adjusting the distribution of the null...
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Community detection in inhomogeneous random graphs
We study the problem of detecting whether an inhomogeneous random graph ...
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Optimal Sparsity Testing in Linear regression Model
We consider the problem of sparsity testing in the highdimensional line...
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Estimating minimum effect with outlier selection
We introduce onesided versions of Huber's contamination model, in which...
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Partial recovery bounds for clustering with the relaxed Kmeans
We investigate the clustering performances of the relaxed Kmeans in the ...
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On the Estimation of Latent Distances Using Graph Distances
We are given the adjacency matrix of a geometric graph and the task of r...
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Community Detection in Sparse Random Networks
We consider the problem of detecting a tight community in a sparse rando...
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Community Detection in Random Networks
We formalize the problem of detecting a community in a network into test...
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Nicolas Verzelen
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