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cs.LG2021★ 2 cited
FastSGD: A Fast Compressed SGD Framework for Distributed Machine Learning
Keyu Yang, Lu Chen, Zhihao Zeng +1
With the rapid increase of big data, distributed Machine Learning (ML) has been widely applied in training large-scale models. Stochastic Gradient Descent (SGD) is arguably the wor…
cs.LG2021
Finding Materialized Models for Model Reuse
Minjun Zhao, Lu Chen, Keyu Yang +2
Materialized model query aims to find the most appropriate materialized model as the initial model for model reuse. It is the precondition of model reuse, and has recently attracte…