270 citations · 646 across the 26 of their papers we have counts for
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stat.ME2011
Generalized Isotonic Regression
Ronny Luss, Saharon Rosset
We present a computational and statistical approach for fitting isotonic models under convex differentiable loss functions. We offer a recursive partitioning algorithm which provab…
stat.ME2011★ 58 cited
Efficient regularized isotonic regression with application to gene--gene interaction search
Ronny Luss, Saharon Rosset, Moni Shahar
Isotonic regression is a nonparametric approach for fitting monotonic models to data that has been widely studied from both theoretical and practical perspectives. However, this ap…