conftrace_

decentralized federated learning

4 papers

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Also known as

DFL

Co-occurring keywords · papers mentioning both

model aggregation (2) heterogeneous setting (1) trust evaluation (1) sporadic learning (1) inter-client deviation (1) communication round (1) decentralized learning (1) client clustering (1) client heterogeneity (1) byzantine robustness (1)

Papers

Decentralized Sporadic Federated Learning: A Unified Algorithmic Framework with Convergence Guarantees ICLR 2025 NTK-DFL: Enhancing Decentralized Federated Learning in Heterogeneous Settings via Neural Tangent Kernel ICML 2025 SemiDFL: A Semi-Supervised Paradigm for Decentralized Federated Learning AAAI 2025 Byzantine-robust Decentralized Federated Learning via Dual-domain Clustering and Trust Bootstrapping CVPR 2024