61 citations · 297 across the 23 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.LG2019★ 21 cited
Finite Depth and Width Corrections to the Neural Tangent Kernel
Boris Hanin, Mihai Nica
We prove the precise scaling, at finite depth and width, for the mean and variance of the neural tangent kernel (NTK) in a randomly initialized ReLU network. The standard deviation…
math.PR2019★ 32 cited
Uniform convergence to the Airy line ensemble
Duncan Dauvergne, Mihai Nica, Bálint Virág
We show that classical integrable models of last passage percolation and the related nonintersecting random walks converge uniformly on compact sets to the Airy line ensemble. Our…
math.PR2019★ 8 cited
Solution of the Kolmogorov equation for TASEP
Mihai Nica, Jeremy Quastel, Daniel Remenik
We provide a direct and elementary proof that the formula obtained in [MQR17] for the TASEP transition probabilities for general (one-sided) initial data solves the Kolmogorov back…