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Home/Authors/YongKyung Oh

YongKyung Oh

1 indexed paper

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26

Top categories

ML×1AI×1

Frequent co-authors

Alex Bui1×

Research Timeline

2026
Silent Failures in Federated Personalization of Foundation Models

The paper identifies a new class of difficult-to-detect trustworthiness failures, termed 'Silent Failures,' that arise when personalizing foundation models using federated learning, arguing that current evaluation methods are insufficient.

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Papers

cs.LGcs.AIRecentMay 31, 2026

Silent Failures in Federated Personalization of Foundation Models

YongKyung Oh, Alex Bui

The paper identifies a new class of difficult-to-detect trustworthiness failures, termed 'Silent Failures,' that arise when personalizing foundation models using federated learning, arguing that curre…

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