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  • Google Keynote: Federated Aggregation and PrivacyGoogle TechTalks53:53Feb, 2022223backgroundvideo thumbnail for: Google Keynote: Federated Aggregation and Privacy
  • Improved Information Theoretic Generalization Bounds for Distributed and Federated LearningGoogle TechTalks10:15Feb, 2022173backgroundvideo thumbnail for: Improved Information Theoretic Generalization Bounds for Distributed and Federated Learning
  • Tight Accounting in the Shuffle Model of Differential PrivacyGoogle TechTalks04:10Feb, 2022128backgroundvideo thumbnail for: Tight Accounting in the Shuffle Model of Differential Privacy
  • Fair and Accurate Federated Learning under heterogeneous targets with Ordered DropoutGoogle TechTalks10:30Feb, 2022122backgroundvideo thumbnail for: Fair and Accurate Federated Learning under heterogeneous targets with Ordered Dropout
  • Gaps between FL optimization theory and practiceGoogle TechTalks12:39Feb, 2022113backgroundvideo thumbnail for: Gaps between FL optimization theory and practice
  • Personalized Graph-Aided Online Federated Model SelectionGoogle TechTalks07:33Feb, 2022118backgroundvideo thumbnail for: Personalized Graph-Aided Online Federated Model Selection
  • Distributed neural network training via independent subnetsGoogle TechTalks08:35Feb, 2022139backgroundvideo thumbnail for: Distributed neural network training via independent subnets
  • Linear Convergence in Federated Learning: Tackling Client Heterogeneity and Sparse GradientsGoogle TechTalks10:15Feb, 2022150backgroundvideo thumbnail for: Linear Convergence in Federated Learning: Tackling Client Heterogeneity and Sparse Gradients
  • SparseFed: Mitigation Model Poisoning Attacks in Federated Learning with SparsificationGoogle TechTalks05:54Feb, 2022120backgroundvideo thumbnail for: SparseFed: Mitigation Model Poisoning Attacks in Federated Learning with Sparsification
  • Federated Multi-Task Learning under a Mixture of DistributionsGoogle TechTalks16:58Feb, 2022129backgroundvideo thumbnail for: Federated Multi-Task Learning under a Mixture of Distributions
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