federated learning

Adversarial Attacks on Federated-Learned Adaptive Bitrate Algorithms AAAI 2024 A Federated Learning Approach to Privacy Preserving Offensive Language Identification COLING 2024 A Federated Stochastic Multi-level Compositional Minimax Algorithm for Deep AUC Maximization ICML 2024 A-FedPD: Aligning Dual-Drift is All Federated Primal-Dual Learning Needs NeurIPS 2024 A Hassle-free Algorithm for Strong Differential Privacy in Federated Learning Systems EMNLP 2024 A Huber Loss Minimization Approach to Byzantine Robust Federated Learning AAAI 2024 A Kernel Perspective on Distillation-based Collaborative Learning NeurIPS 2024 Algorithmic Foundation of Federated Learning with Sequential Data AAAI 2024 A Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging ICLR 2024 A Mutual Information Perspective on Federated Contrastive Learning ICLR 2024 An Aggregation-Free Federated Learning for Tackling Data Heterogeneity CVPR 2024 Analysis of Privacy Leakage in Federated Large Language Models AISTATS 2024 An improved analysis of per-sample and per-update clipping in federated learning ICLR 2024 An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in Heterogeneous Federated Learning CVPR 2024 A Primal-Dual Algorithm for Hybrid Federated Learning AAAI 2024 A Privacy Preserving Federated Learning (PPFL) Based Cognitive Digital Twin (CDT) Framework for Smart Cities AAAI 2024 A Random Projection Approach to Personalized Federated Learning: Enhancing Communication Efficiency, Robustness, and Fairness JMLR 2024 ASMR: Angular Support for Malfunctioning Client Resilience in Federated Learning MIDL 2024 A Survey on Efficient Federated Learning Methods for Foundation Model Training IJCAI 2024 A Swiss Army Knife for Heterogeneous Federated Learning: Flexible Coupling via Trace Norm NeurIPS 2024 A Systematic Survey on Federated Semi-supervised Learning IJCAI 2024 Backdoor Federated Learning by Poisoning Backdoor-Critical Layers ICLR 2024 BADFSS: Backdoor Attacks on Federated Self-Supervised Learning IJCAI 2024 Balancing Similarity and Complementarity for Federated Learning ICML 2024 Banded Square Root Matrix Factorization for Differentially Private Model Training NeurIPS 2024