most citedRanked Sparsity: A Cogent Regularization Framework for Selecting and Estimating Feature Interactions and Polynomials

11 citations · 11 across the 1 of their papers we have counts for

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1 paper

stat.ME2021★ 11 cited

Ranked Sparsity: A Cogent Regularization Framework for Selecting and Estimating Feature Interactions and Polynomials

Ryan A. Peterson, Joseph E. Cavanaugh

We explore and illustrate the concept of ranked sparsity, a phenomenon that often occurs naturally in modeling applications when an expected disparity exists in the quality of info…