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20172025
most citedAttack of the Tails: Yes, You Really Can Backdoor Federated Learning

110 citations · 160 across the 11 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 1 cited

Lifting Weak Supervision To Structured Prediction

Harit Vishwakarma, Nicholas Roberts, Frederic Sala

Weak supervision (WS) is a rich set of techniques that produce pseudolabels by aggregating easily obtained but potentially noisy label estimates from a variety of sources. WS is th…

cs.LG2022★ 2 cited

Promises and Pitfalls of Threshold-based Auto-labeling

Harit Vishwakarma, Heguang Lin, Frederic Sala +1

Creating large-scale high-quality labeled datasets is a major bottleneck in supervised machine learning workflows. Threshold-based auto-labeling (TBAL), where validation data obtai…