5 citations · 19 across the 11 of their papers we have counts for
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stat.ML2022★ 2 cited
The Neural Covariance SDE: Shaped Infinite Depth-and-Width Networks at Initialization
Mufan Bill Li, Mihai Nica, Daniel M. Roy
The logit outputs of a feedforward neural network at initialization are conditionally Gaussian, given a random covariance matrix defined by the penultimate layer. In this work, we…
cs.DC2022★ 1 cited
Acceleration of Gossip Algorithms through the Euler-Poisson-Darboux Equation
Raphaël Berthier, Mufan Bill Li
Gossip algorithms and their accelerated versions have been studied exclusively in discrete time on graphs. In this work, we take a different approach, and consider the scaling limi…