Minimal Variance Sampling with Provable Guarantees for Fast Training of Graph Neural Networks

Weilin Cong, Rana Forsati, Mahmut T. Kandemir, Mehrdad Mahdavi. Minimal Variance Sampling with Provable Guarantees for Fast Training of Graph Neural Networks. In Rajesh Gupta 0001, Yan Liu 0002, Jiliang Tang, B. Aditya Prakash, editors, KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020. pages 1393-1403, ACM, 2020. [doi]

Abstract

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