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most citedChi-square and normal inference in high-dimensional multi-task regression

2 citations · 4 across the 5 of their papers we have counts for

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math.ST2022★ 1 cited

Statistical properties of approximate geometric quantiles in infinite-dimensional Banach spaces

Gabriel Romon

Geometric quantiles are location parameters which extend classical univariate quantiles to normed spaces (possibly infinite-dimensional) and which include the geometric median as a…

math.ST2022★ 1 cited

Noise Covariance Estimation in Multi-Task High-dimensional Linear Models

Kai Tan, Gabriel Romon, Pierre C Bellec

This paper studies the multi-task high-dimensional linear regression models where the noise among different tasks is correlated, in the moderately high dimensional regime where sam…