Black-Box Generalization: Stability of Zeroth-Order Learning

14 February 2022

Papers citing "Black-Box Generalization: Stability of Zeroth-Order Learning"

4 / 4 papers shown

Title
Beyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD Konstantinos E. Nikolakakis Farzin Haddadpour Amin Karbasi Dionysios S. Kalogerias 40 17 0 26 Apr 2022
Black-box tests for algorithmic stability Byol Kim Rina Foygel Barber AAML 17 13 0 30 Nov 2021
Information-theoretic generalization bounds for black-box learning algorithms Hrayr Harutyunyan Maxim Raginsky Greg Ver Steeg Aram Galstyan 40 41 0 04 Oct 2021
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates Jeffrey Negrea Mahdi Haghifam Gintare Karolina Dziugaite Ashish Khisti Daniel M. Roy FedML 113 147 0 06 Nov 2019