Federated Learning

PartialFed: Cross-Domain Personalized Federated Learning via Partial Initialization NeurIPS 2021 Personalized Cross-Silo Federated Learning on Non-IID Data AAAI 2021 PFedAtt: Attention-based Personalized Federated Learning on Heterogeneous Clients ACML 2021 Privacy enabled Financial Text Classification using Differential Privacy and Federated Learning EMNLP 2021 Privacy-Preserving Collaborative Learning With Automatic Transformation Search CVPR 2021 Provably Secure Federated Learning against Malicious Clients AAAI 2021 Regularized Mutual Learning for Personalized Federated Learning ACML 2021 Federated Learning for Vision-and-Language Grounding Problems AAAI 2020 FedVision: An Online Visual Object Detection Platform Powered by Federated Learning AAAI 2020 Group Knowledge Transfer: Federated Learning of Large CNNs at the Edge NeurIPS 2020 Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data CVPR 2020 A Little Is Enough: Circumventing Defenses For Distributed Learning NeurIPS 2019 Guided Meta-Policy Search NeurIPS 2019 Distributed Fine-tuning of Language Models on Private Data ICLR 2018 Distributed Probabilistic Learning for Camera Networks with Missing Data NeurIPS 2012