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20152021
most citedA Mean Field View of the Landscape of Two-Layers Neural Networks

517 citations · 580 across the 9 of their papers we have counts for

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cs.LG2019★ 35 cited

Mean Field Limit of the Learning Dynamics of Multilayer Neural Networks

Phan-Minh Nguyen

Can multilayer neural networks -- typically constructed as highly complex structures with many nonlinearly activated neurons across layers -- behave in a non-trivial way that yet s…