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20172026
most citedConvex and Non-convex Approaches for Statistical Inference with Class-Conditional Noisy Labels

2 citations · 7 across the 10 of their papers we have counts for

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Showing 2019Show all

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stat.ME2019★ 2 cited

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…

math.ST2019★ 1 cited

The bias of isotonic regression

Ran Dai, Hyebin Song, Rina Foygel Barber +1

We study the bias of the isotonic regression estimator. While there is extensive work characterizing the mean squared error of the isotonic regression estimator, relatively little…