federated learning

FedED: Federated Learning via Ensemble Distillation for Medical Relation Extraction EMNLP 2020 Federated Accelerated Stochastic Gradient Descent NeurIPS 2020 Federated Adversarial Domain Adaptation ICLR 2020 Federated Bayesian Optimization via Thompson Sampling NeurIPS 2020 Federated Heavy Hitters Discovery with Differential Privacy AISTATS 2020 Federated Latent Dirichlet Allocation: A Local Differential Privacy Based Framework AAAI 2020 Federated Learning for Spoken Language Understanding COLING 2020 Federated Learning for Vision-and-Language Grounding Problems AAAI 2020 Federated Learning with Matched Averaging ICLR 2020 Federated Learning with Only Positive Labels ICML 2020 Federated Meta-Learning for Fraudulent Credit Card Detection IJCAI 2020 Federated Patient Hashing AAAI 2020 Federated Principal Component Analysis NeurIPS 2020 FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization AISTATS 2020 FedSplit: an algorithmic framework for fast federated optimization NeurIPS 2020 FedVision: An Online Visual Object Detection Platform Powered by Federated Learning AAAI 2020 FetchSGD: Communication-Efficient Federated Learning with Sketching ICML 2020 From Local SGD to Local Fixed-Point Methods for Federated Learning ICML 2020 Generative Models for Effective ML on Private, Decentralized Datasets ICLR 2020 Group Knowledge Transfer: Federated Learning of Large CNNs at the Edge NeurIPS 2020 GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators NeurIPS 2020 How To Backdoor Federated Learning AISTATS 2020 Improving On-Device Speaker Verification Using Federated Learning with Privacy Interspeech 2020 InstaHide: Instance-hiding Schemes for Private Distributed Learning ICML 2020 Inverting Gradients - How easy is it to break privacy in federated learning? NeurIPS 2020