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20182025
most citedAn extended latent factor framework for ill-posed linear regression

1 citations · 2 across the 6 of their papers we have counts for

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Showing 2021Show all

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math.ST2021★ 1 cited

Posterior contraction for deep Gaussian process priors

Gianluca Finocchio, Johannes Schmidt-Hieber

We study posterior contraction rates for a class of deep Gaussian process priors applied to the nonparametric regression problem under a general composition assumption on the regre…

math.ST2021

Robust-to-outliers square-root LASSO, simultaneous inference with a MOM approach

G. Finocchio, A. Derumigny, K. Proksch

We consider the least-squares regression problem with unknown noise variance, where the observed data points are allowed to be corrupted by outliers. Building on the median-of-mean…