Machine Learning NeEDS Mathematical Optimization with Prof Ce Zhang

In this talk, I will provide a personal reflection on our efforts in decentralized learning over the last decade, and put them into the context of many fascinating work that has been conducted by the community during the same period of time. I will also discuss my personal view on the future of decentralized learning and a “cry for help” with many challenges that we are still struggling with.