Convergence of adaptive algorithms for weakly convex constrained optimization

11 June 2020

Papers citing "Convergence of adaptive algorithms for weakly convex constrained optimization"

4 / 4 papers shown

Title
On the Algorithmic Stability and Generalization of Adaptive Optimization Methods Han Nguyen Hai Pham Sashank J. Reddi Barnabas Poczos ODL AI4CE 27 2 0 08 Nov 2022
High Probability Bounds for a Class of Nonconvex Algorithms with AdaGrad Stepsize Ali Kavis Kfir Y. Levy V. Cevher 25 41 0 06 Apr 2022
Stability and Convergence of Stochastic Gradient Clipping: Beyond Lipschitz Continuity and Smoothness Vien V. Mai M. Johansson 31 39 0 12 Feb 2021
A new regret analysis for Adam-type algorithms Ahmet Alacaoglu Yura Malitsky P. Mertikopoulos V. Cevher ODL 48 42 0 21 Mar 2020