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20182023
most citedHigh-dimensional regression in practice: an empirical study of finite-sample prediction, variable selection and ranking

35 citations · 41 across the 4 of their papers we have counts for

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math.ST2021★ 5 cited

Denoising and change point localisation in piecewise-constant high-dimensional regression coefficients

Fan Wang, Oscar Hernan Madrid Padilla, Yi Yu +1

We study the theoretical properties of the fused lasso procedure originally proposed by \cite{tibshirani2005sparsity} in the context of a linear regression model in which the regre…