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Convergence of adaptive algorithms for weakly convex constrained optimization

Convergence of adaptive algorithms for weakly convex constrained optimization

Ahmet Alacaoglu
Yura Malitsky
Volkan Cevher
ArXiv (abs)PDFHTML

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

3 / 3 papers shown
Title
On the Algorithmic Stability and Generalization of Adaptive Optimization Methods
On the Algorithmic Stability and Generalization of Adaptive Optimization Methods
Han Nguyen
Hai Pham
Sashank J. Reddi
Barnabas Poczos
ODLAI4CE
101
2
0
08 Nov 2022
High Probability Bounds for a Class of Nonconvex Algorithms with AdaGrad Stepsize
High Probability Bounds for a Class of Nonconvex Algorithms with AdaGrad Stepsize
Ali Kavis
Kfir Y. Levy
Volkan Cevher
76
42
0
06 Apr 2022
Stability and Convergence of Stochastic Gradient Clipping: Beyond Lipschitz Continuity and Smoothness
Stability and Convergence of Stochastic Gradient Clipping: Beyond Lipschitz Continuity and Smoothness
Vien V. Mai
M. Johansson
87
40
0
12 Feb 2021