23 citations · 23 across the 2 of their papers we have counts for
2 papers
math.OC2021
Anisotropic Diffusion in Consensus-based Optimization on the Sphere
Massimo Fornasier, Hui Huang, Lorenzo Pareschi +1
In this paper we are concerned with the global minimization of a possibly non-smooth and non-convex objective function constrained on the unit hypersphere by means of a multi-agent…
cs.LG2020★ 23 cited
Consensus-Based Optimization on the Sphere: Convergence to Global Minimizers and Machine Learning
Massimo Fornasier, Hui Huang, Lorenzo Pareschi +1
We investigate the implementation of a new stochastic Kuramoto-Vicsek-type model for global optimization of nonconvex functions on the sphere. This model belongs to the class of Co…