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20162026
most citedChoosing the Sample with Lowest Loss makes SGD Robust

11 citations · 43 across the 9 of their papers we have counts for

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cs.LG2019★ 5 cited

Negative sampling in semi-supervised learning

John Chen, Vatsal Shah, Anastasios Kyrillidis

We introduce Negative Sampling in Semi-Supervised Learning (NS3L), a simple, fast, easy to tune algorithm for semi-supervised learning (SSL). NS3L is motivated by the success of ne…