Mean Field for the Stochastic Blockmodel: Optimization Landscape and Convergence Issues

Soumendu Sundar Mukherjee, Purnamrita Sarkar, Y. X. Rachel Wang, Bowei Yan. Mean Field for the Stochastic Blockmodel: Optimization Landscape and Convergence Issues. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 10717-10727, 2018. [doi]

Abstract

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