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Learn Locally, Correct Globally: A Distributed Algorithm for Training Graph Neural Networks


Dec 07, 2021
Morteza Ramezani, Weilin Cong, Mehrdad Mahdavi, Mahmut T. Kandemir, Anand Sivasubramaniam

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On Provable Benefits of Depth in Training Graph Convolutional Networks


Oct 28, 2021
Weilin Cong, Morteza Ramezani, Mehrdad Mahdavi

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On the Importance of Sampling in Learning Graph Convolutional Networks


Mar 03, 2021
Weilin Cong, Morteza Ramezani, Mehrdad Mahdavi

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