447 citations · 733 across the 44 of their papers we have counts for
4 papers · 1 filter
Double Descent and Intermittent Color Diffusion for Global Optimization and landscape exploration
Luca Dieci, Manuela Manetta, Haomin Zhou
In this work, we present a method to explore the landscape of a smooth potential in the search of global minimizers,combining a double-descent technique and a basin-escaping techni…
A discrete Schrodinger equation via optimal transport on graphs
Shui-Nee Chow, Wuchen Li, Haomin Zhou
In 1966, Edward Nelson presented an interesting derivation of the Schrodinger equation using Brownian motion. Recently, this derivation is linked to the theory of optimal transport…
Population games and Discrete optimal transport
Shui-Nee Chow, Wuchen Li, Jun Lu +1
We propose a new evolutionary dynamics for population games with a discrete strategy set, inspired by the theory of optimal transport and Mean field games. The dynamics can be desc…
Entropy dissipation of Fokker-Planck equations on graphs
Shui-Nee Chow, Wuchen Li, Haomin Zhou
We study the nonlinear Fokker-Planck equation on graphs, which is the gradient flow in the space of probability measures supported on the nodes with respect to the discrete Wassers…