most citedMehler's Formula, Branching Process, and Compositional Kernels of Deep Neural Networks

7 citations · 7 across the 1 of their papers we have counts for

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stat.ML2020★ 7 cited

Mehler's Formula, Branching Process, and Compositional Kernels of Deep Neural Networks

Tengyuan Liang, Hai Tran-Bach

We utilize a connection between compositional kernels and branching processes via Mehler's formula to study deep neural networks. This new probabilistic insight provides us a novel…