most citedConvergence guarantee for the sparse monotone single index model

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stat.ME2019

Convex and Non-convex Approaches for Statistical Inference with Class-Conditional Noisy Labels

Hyebin Song, Ran Dai, Garvesh Raskutti +1

We study the problem of estimation and testing in logistic regression with class-conditional noise in the observed labels, which has an important implication in the Positive-Unlabe…