First order expansion of convex regularized estimators

NeurIPS 2019 Pierre BellecArun Kuchibhotla

We consider first order expansions of convex penalized estimators in high-dimensional regression problems with random designs. Our setting includes linear regression and logistic regression as special cases... (read more)

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