43 citations · 113 across the 10 of their papers we have counts for
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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…
stat.ME2014★ 3 cited
Fused Lasso Additive Model
Ashley Petersen, Daniela Witten, Noah Simon
We consider the problem of predicting an outcome variable using covariates that are measured on independent observations, in the setting in which flexible and interpretable…