From Optimization Dynamics to Generalization Bounds via Łojasiewicz Gradient Inequality

22 February 2022

Papers citing "From Optimization Dynamics to Generalization Bounds via Łojasiewicz Gradient Inequality"

3 / 3 papers shown

Title
Complexity of Minimizing Projected-Gradient-Dominated Functions with Stochastic First-order Oracles Saeed Masiha Saber Salehkaleybar Niao He Negar Kiyavash Patrick Thiran 37 2 0 03 Aug 2024
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition Hamed Karimi J. Nutini Mark W. Schmidt 139 1,199 0 16 Aug 2016
Norm-Based Capacity Control in Neural Networks Behnam Neyshabur Ryota Tomioka Nathan Srebro 119 577 0 27 Feb 2015