most citedEfficient Learning of Generalized Linear and Single Index Models with Isotonic Regression

65 citations · 65 across the 1 of their papers we have counts for

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cs.AI2011★ 65 cited

Efficient Learning of Generalized Linear and Single Index Models with Isotonic Regression

Sham Kakade, Adam Tauman Kalai, Varun Kanade +1

Generalized Linear Models (GLMs) and Single Index Models (SIMs) provide powerful generalizations of linear regression, where the target variable is assumed to be a (possibly unknow…