most citedIdentifying Incorrect Annotations in Multi-Label Classification Data

2 citations · 2 across the 1 of their papers we have counts for

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2 papers

cs.LG2023

Detecting Dataset Drift and Non-IID Sampling via k-Nearest Neighbors

Jesse Cummings, Elías Snorrason, Jonas Mueller

We present a straightforward statistical test to detect certain violations of the assumption that the data are Independent and Identically Distributed (IID). The specific form of v…

cs.LG2022★ 2 cited

Identifying Incorrect Annotations in Multi-Label Classification Data

Aditya Thyagarajan, Elías Snorrason, Curtis Northcutt +1

In multi-label classification, each example in a dataset may be annotated as belonging to one or more classes (or none of the classes). Example applications include image (or docum…