Function approximation by neural nets in the mean-field regime: Entropic regularization and controlled McKean-Vlasov dynamics

5 February 2020

Papers citing "Function approximation by neural nets in the mean-field regime: Entropic regularization and controlled McKean-Vlasov dynamics"

3 / 3 papers shown

Title
Convex Analysis of the Mean Field Langevin Dynamics Atsushi Nitanda Denny Wu Taiji Suzuki MLT 68 64 0 25 Jan 2022
Non-asymptotic approximations of neural networks by Gaussian processes Ronen Eldan Dan Mikulincer T. Schramm 35 24 0 17 Feb 2021
Predicting the outputs of finite deep neural networks trained with noisy gradients Gadi Naveh Oded Ben-David H. Sompolinsky Zohar Ringel 16 20 0 02 Apr 2020