• DICE: Data Influence Cascade in Decentralized Learning

  We introduce DICE, the first comprehensive framework for measuring data influence in fully decentralized learning.

  8 min read   ·   March 15, 2025

  2025   ·   Data_Influence  

• Decentralized SGD and Average-direction SAM are Asymptotically Equivalent

  Blog for our DSGD-SAM paper

  1 min read   ·   October 30, 2023

  2023

• Decentralized SGD and Average-direction SAM are Asymptotically Equivalent

  an example of a distill-style blog post and main elements

  8 min read   ·   October 5, 2023

  2023   ·   Implicit_Bias   Decentralized_Learning