FedNLP: An Industry and Research Integrated Platform for Federated Learning in Natural Language Processing, Backed by FedML, Inc. The Previous Research Version is Accepted to NAACL 2022
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Could you support knowledge distillation-based FL algorithms like FedED, Fedmd, or FedDF #26
Currently, your platform supports some parameter-average-based FL algorithms. Could you support knowledge-distillation-based FL algorithms like FedED, Fedmd, or FedDF?
Currently, your platform supports some parameter-average-based FL algorithms. Could you support knowledge-distillation-based FL algorithms like FedED, Fedmd, or FedDF?
FedED: Federated Learning via Ensemble Distillation for Medical Relation Extraction, Fedmd: Heterogenous federated learning via model distillation. NeurIPS workshop, 2019 FedDF, Ensemble distillation for robust model fusion in federated learning. NeurIPS, 2020