Mean Field Optimization Problem Regularized by Fisher Information

12 February 2023

Papers citing "Mean Field Optimization Problem Regularized by Fisher Information"

6 / 6 papers shown

Title
Convex Analysis of the Mean Field Langevin Dynamics Atsushi Nitanda Denny Wu Taiji Suzuki MLT 84 65 0 25 Jan 2022
Ergodicity of the underdamped mean-field Langevin dynamics A. Kazeykina Zhenjie Ren Xiaolu Tan Junjian Yang 35 16 0 29 Jul 2020
Mean-Field Langevin Dynamics and Energy Landscape of Neural Networks Kaitong Hu Zhenjie Ren David Siska Lukasz Szpruch MLT 41 108 0 19 May 2019
Mean-field theory of two-layers neural networks: dimension-free bounds and kernel limit Song Mei Theodor Misiakiewicz Andrea Montanari MLT 68 278 0 16 Feb 2019
Global convergence of neuron birth-death dynamics Grant M. Rotskoff Samy Jelassi Joan Bruna Eric Vanden-Eijnden 33 46 0 05 Feb 2019
On the Global Convergence of Gradient Descent for Over-parameterized Models using Optimal Transport Lénaïc Chizat Francis R. Bach OT 204 735 0 24 May 2018