We consider the problem of best arm identification in the multi-armed ba...
We consider the problem of ranking n experts based on their performances...
Motivated by crowd-sourcing applications, we consider a model where we h...
We consider the twin problems of estimating the effective rank and the
S...
We consider the problem of estimating latent positions in a one-dimensio...
This manuscript makes two contributions to the field of change-point
det...
Given a times series Y in ℝ^n, with a piece-wise contant
mean and indepe...
When performing multiple testing, adjusting the distribution of the null...
When performing multiple testing, adjusting the distribution of the null...
We study the problem of detecting whether an inhomogeneous random graph
...
We consider the problem of sparsity testing in the high-dimensional line...
We introduce one-sided versions of Huber's contamination model, in which...
We investigate the clustering performances of the relaxed Kmeans in the
...
We are given the adjacency matrix of a geometric graph and the task of
r...
We consider the problem of detecting a tight community in a sparse rando...
We formalize the problem of detecting a community in a network into test...