activity
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

collaborators
Showing 2021Show all

2 papers · 1 filter

math.ST2021★ 1 cited

Convergence guarantee for the sparse monotone single index model

Ran Dai, Hyebin Song, Rina Foygel Barber +1

We consider a high-dimensional monotone single index model (hdSIM), which is a semiparametric extension of a high-dimensional generalize linear model (hdGLM), where the link functi…

stat.ML2021★ 1 cited

Prediction in the presence of response-dependent missing labels

Hyebin Song, Garvesh Raskutti, Rebecca Willett

In a variety of settings, limitations of sensing technologies or other sampling mechanisms result in missing labels, where the likelihood of a missing label in the training set is…