Sumit Rai
Independent · India
Co-author of Fed-Focal Loss (arXiv:2011.06283, 93 citations) and CatFedAvg (arXiv:2011.07229, 4 citations). Federated learning researcher.
Co-authored papers
Catfedavg: Optimising communication-efficiency and classification accuracy in federated learning
arXiv preprint arXiv:2011.07229
Dipankar Sarkar, S Rai, A Narang
Fed-Focal Loss for imbalanced data classification in Federated Learning
Workshop on Federated Learning for Data Privacy and Confidentiality in Conjunction with IJCAI 2020
Dipankar Sarkar, A Narang, S Rai
FAQ
Who is Sumit Rai?
Sumit Rai is a co-author of Fed-Focal Loss and CatFedAvg with Dipankar Sarkar and Ankur Narang. The Fed-Focal Loss paper (arXiv:2011.06283, 93 citations) was presented at the IJCAI 2020 Workshop on Federated Learning for Data Privacy and Confidentiality.
What did Sumit Rai and Dipankar Sarkar publish together?
Two papers: (1) Fed-Focal Loss (arXiv:2011.06283, 93 citations); (2) CatFedAvg (arXiv:2011.07229, 4 citations). Both are foundational works in federated learning.