2024 "decentralized optimization" Papers

8 papers found

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Conference

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Paper Type

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Decentralized Convex Finite-Sum Optimization with Better Dependence on Condition Numbers

Yuxing Liu, Lesi Chen, Luo Luo

ICML 2024poster

Decentralized Sum-of-Nonconvex Optimization

Zhuanghua Liu, Bryan Kian Hsiang Low

AAAI 2024paperarXiv:2402.02356

Double Stochasticity Gazes Faster: Snap-Shot Decentralized Stochastic Gradient Tracking Methods

Hao Di, Haishan Ye, Xiangyu Chang et al.

ICML 2024poster

Federated Causality Learning with Explainable Adaptive Optimization

Dezhi Yang, Xintong He, Jun Wang et al.

AAAI 2024paperarXiv:2312.05540
13
citations

Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm

Batiste Le Bars, Aurélien Bellet, Marc Tommasi et al.

ICML 2024poster

Learning from Streaming Data when Users Choose

Jinyan Su, Sarah Dean

ICML 2024poster

Locally Differentially Private Decentralized Stochastic Bilevel Optimization with Guaranteed Convergence Accuracy

Ziqin Chen, Yongqiang Wang

ICML 2024poster

Stochastic Optimization with Arbitrary Recurrent Data Sampling

William Powell, Hanbaek Lyu

ICML 2024poster