Showing cs.LGShow all
2 papers · 1 filter
cs.LG2023
Flame: Simplifying Topology Extension in Federated Learning
Harshit Daga, Jaemin Shin, Dhruv Garg +3
Distributed machine learning approaches, including a broad class of federated learning (FL) techniques, present a number of benefits when deploying machine learning applications ov…
cs.LG2021
Canoe : A System for Collaborative Learning for Neural Nets
Harshit Daga, Yiwen Chen, Aastha Agrawal +1
For highly distributed environments such as edge computing, collaborative learning approaches eschew the dependence on a global, shared model, in favor of models tailored for each…