43 citations · 64 across the 7 of their papers we have counts for
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stat.ML2019★ 2 cited
Wavelet regression and additive models for irregularly spaced data
Asad Haris, Noah Simon, Ali Shojaie
We present a novel approach for nonparametric regression using wavelet basis functions. Our proposal, , can be applied to non-equispaced data with sample size no…
stat.ML2014★ 43 cited
Convex Modeling of Interactions with Strong Heredity
Asad Haris, Daniela Witten, Noah Simon
We consider the task of fitting a regression model involving interactions among a potentially large set of covariates, in which we wish to enforce strong heredity. We propose FAMIL…