39 citations · 66 across the 13 of their papers we have counts for
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cs.LG2023★ 2 cited
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…