federated learning

Bayesian Nonparametric Federated Learning of Neural Networks ICML 2019 Efficient Protocol for Collaborative Dictionary Learning in Decentralized Networks IJCAI 2019 Guided Meta-Policy Search NeurIPS 2019 Multi-Agent Visualization for Explaining Federated Learning IJCAI 2019 RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets AAAI 2019 Semi-Cyclic Stochastic Gradient Descent ICML 2019 Two-stage Federated Phenotyping and Patient Representation Learning ACL 2019 Universal Multi-Party Poisoning Attacks ICML 2019 COLA: Decentralized Linear Learning NeurIPS 2018 Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training ICLR 2018 Distributed Learning without Distress: Privacy-Preserving Empirical Risk Minimization NeurIPS 2018 Do Outliers Ruin Collaboration? ICML 2018 Learning Differentially Private Recurrent Language Models ICLR 2018 Personalized and Private Peer-to-Peer Machine Learning AISTATS 2018 Communication-Efficient Learning of Deep Networks from Decentralized Data AISTATS 2017 Federated Multi-Task Learning NeurIPS 2017 A Differentially Private Stochastic Gradient Descent Algorithm for Multiparty Classification AISTATS 2012 Multiparty Differential Privacy via Aggregation of Locally Trained Classifiers NeurIPS 2010