federated learning

Towards Verifiable Federated Learning IJCAI 2022 Training Mixed-Domain Translation Models via Federated Learning NAACL 2022 Transfer Learning In Differential Privacy’s Hybrid-Model ICML 2022 Understanding Clipping for Federated Learning: Convergence and Client-Level Differential Privacy ICML 2022 User-Level Differential Privacy against Attribute Inference Attack of Speech Emotion Recognition on Federated Learning Interspeech 2022 Variance Reduced ProxSkip: Algorithm, Theory and Application to Federated Learning NeurIPS 2022 Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification IJCAI 2022 Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning ICML 2022 What Do We Mean by Generalization in Federated Learning? ICLR 2022 ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity ICLR 2022 A Better Alternative to Error Feedback for Communication-Efficient Distributed Learning ICLR 2021 Accumulative Poisoning Attacks on Real-time Data NeurIPS 2021 Achieving Linear Speedup with Partial Worker Participation in Non-IID Federated Learning ICLR 2021 Adaptive Federated Optimization ICLR 2021 Addressing Algorithmic Disparity and Performance Inconsistency in Federated Learning NeurIPS 2021 Addressing Class Imbalance in Federated Learning AAAI 2021 An Investigation towards Differentially Private Sequence Tagging in a Federated Framework NAACL 2021 A Privacy-Preserving Approach to Extraction of Personal Information through Automatic Annotation and Federated Learning NAACL 2021 A Secure and Efficient Federated Learning Framework for NLP EMNLP 2021 A Serverless Approach to Federated Learning Infrastructure Oriented for IoT/Edge Data Sources (Student Abstract) AAAI 2021 A Wasserstein Minimax Framework for Mixed Linear Regression ICML 2021 BASGD: Buffered Asynchronous SGD for Byzantine Learning ICML 2021 Behavior Mimics Distribution: Combining Individual and Group Behaviors for Federated Learning IJCAI 2021 Bias-Variance Reduced Local SGD for Less Heterogeneous Federated Learning ICML 2021 Boosting with Multiple Sources NeurIPS 2021