ICML 2024 "decentralized learning" Papers

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Differentially Private Decentralized Learning with Random Walks

Edwige Cyffers, Aurélien Bellet, Jalaj Upadhyay

ICML 2024posterarXiv:2402.07471

Faster Adaptive Decentralized Learning Algorithms

Feihu Huang, jianyu zhao

ICML 2024spotlightarXiv:2408.09775

Impact of Decentralized Learning on Player Utilities in Stackelberg Games

Kate Donahue, Nicole Immorlica, Meena Jagadeesan et al.

ICML 2024posterarXiv:2403.00188

Overcoming Data and Model heterogeneities in Decentralized Federated Learning via Synthetic Anchors

Chun-Yin Huang, Kartik Srinivas, Xin Zhang et al.

ICML 2024posterarXiv:2405.11525

The Privacy Power of Correlated Noise in Decentralized Learning

Youssef Allouah, Anastasiia Koloskova, Aymane Firdoussi et al.

ICML 2024posterarXiv:2405.01031