Incentivizing Efficient Label Denoising in Federated Learning
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DOI: 10.1109/jiot.2024.3443995
Abstract: Federated learning (FL) is a distributed machine learning scheme that enables clients to train a shared global model without exchanging local data. In FL, the presence of label noise can severely reduce the accuracy of… read more here.
Keywords: efficient label; label denoising; accuracy; model ... See more keywords
An Efficient Label-Correcting Algorithm for the Multiobjective Shortest Path Problem
Sign Up to like & getrecommendations! Published in 2021 at "Informs Journal on Computing"
DOI: 10.1287/ijoc.2021.1081
Abstract: This paper proposes an exact algorithm to solve the one-to-one multiobjective shortest path problem. The solution involves determining a set of nondominated paths between two given nodes in a graph... read more here.
Keywords: path problem; efficient label; shortest path; multiobjective shortest ... See more keywords