From Optimization Dynamics to Generalization Bounds via Łojasiewicz Gradient Inequality

Fusheng Liu, Haizhao Yang, Soufiane Hayou +1

Optimization and generalization are two essential aspects of statistical machine learning. In this paper, we propose a framework to connect optimization with generalization by anal…