activity
20202026
most citedOn the ISS Property of the Gradient Flow for Single Hidden-Layer Neural Networks with Linear Activations

2 citations · 5 across the 5 of their papers we have counts for

collaborators
Showing math.OCShow all

1 paper · 1 filter

math.OC2025

Remarks on the Polyak-Lojasiewicz inequality and the convergence of gradient systems

Arthur Castello B. de Oliveira, Leilei Cui, Eduardo D. Sontag

This work explores generalizations of the Polyak-Lojasiewicz inequality (PLI) and their implications for the convergence behavior of gradient flows in optimization problems. Motiva…