A Novel Convergence Analysis for Algorithms of the Adam Family

7 December 2021

Papers citing "A Novel Convergence Analysis for Algorithms of the Adam Family"

7 / 7 papers shown

Title
Implicit Diffusion: Efficient Optimization through Stochastic Sampling Pierre Marion Anna Korba Peter Bartlett Mathieu Blondel Valentin De Bortoli Arnaud Doucet Felipe Llinares-López Courtney Paquette Quentin Berthet 74 11 0 08 Feb 2024
On Convergence of Adam for Stochastic Optimization under Relaxed Assumptions Yusu Hong Junhong Lin 38 10 0 06 Feb 2024
Two Sides of One Coin: the Limits of Untuned SGD and the Power of Adaptive Methods Junchi Yang Xiang Li Ilyas Fatkhullin Niao He 34 15 0 21 May 2023
Enhanced Adaptive Gradient Algorithms for Nonconvex-PL Minimax Optimization Feihu Huang Chunyu Xuan Xinrui Wang Siqi Zhang Songcan Chen 26 7 0 07 Mar 2023
Fast Adaptive Federated Bilevel Optimization Feihu Huang FedML 20 7 0 02 Nov 2022
TiAda: A Time-scale Adaptive Algorithm for Nonconvex Minimax Optimization Xiang Li Junchi Yang Niao He 24 8 0 31 Oct 2022
A Simple Convergence Proof of Adam and Adagrad Alexandre Défossez Léon Bottou Francis R. Bach Nicolas Usunier 56 143 0 05 Mar 2020