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In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent Without Full Data Shuffle

Lijie Xu,Shuang Qiu,Binhang Yuan,Jiawei Jiang,Cedric Renggli,Shaoduo Gan,Kaan Kara,Guoliang Li,Ji Liu,Wentao Wu,Jieping Ye,Ce Zhang

The VLDB Journal（2024）

Cited 15|Views84
Key words
In-database machine learning,Stochastic gradient descent,Data shuffle,Deep learning
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