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Created with Raphaël 2.2.029Jun28226Apr234Feb31Jan29272621194Nov25Oct151413118765432130Sep29282723876327Aug262526Jul7Jun15Apr132131Mar30292826252423221918171615141312111054Minor edits to fit the Acknowledgement sectionmastermasterminor modifsAdded authorsIntegrated reviewer's comments for camera-ready versionmake fitupdate rebuttaladded rebuttal and reviewbetter formulation of privacy remarktypocosmitsmall modifsRenamed directory to srds22 for new submissionAnonymized and added citations to theoretical worktypo in d-cliques algotypocosmitIntegrated Aurelien and AMK commentsclarify that convergence results hold for D-Cliquesadd sentence on analyses in concluadd missing appendix filecosmitcosmitput discussion theory in premable of exp sectionmove diverse exp to appendixcosmit excosmit introrestintro / related workRemove annexAdded figure on diverse random graphs in main text, added intro discussion on bounded data heterogeneityFixed typosFixed typoAdded expander graph results, and additional precisions on experimental setupFixed 2nd typoFixed typoAdded expander graph experimentsupdatesAdded ICDCS22 filesUpdated figure 10 to use 1000 fully-connected nodes insteadAdded baseline scripts for cifar10 on a ring