https://cluster-site.onrender.com/tags/data-heterogeneity/ Recent content in Data-Heterogeneity on Tenu Tech Brief Hugo -- 0.146.0 en-us Tue, 24 Feb 2026 06:04:34 +0000 https://cluster-site.onrender.com/posts/ringleader-asgd-the-first-asynchronous-sgd-with-optimal-time-complexity-under-data-heterogeneity/ Fri, 20 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/ringleader-asgd-the-first-asynchronous-sgd-with-optimal-time-complexity-under-data-heterogeneity/ • Introduces Ringleader ASGD, the first asynchronous SGD achieving optimal time complexity under data heterogeneity. • Eliminates unrealistic similarity assumptions across workers'