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conftrace_

hierarchical federated learning

7 papers

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Also known as

HFL

Co-occurring keywords · papers mentioning both

non-iid data (3) model drift (2) bayesian policy reuse (2) non-stationary dynamics (2) gradient correction (2) human-ai collaboration (2) model aggregation (2) non-convex optimization (2) multi-timescale gradient correction (1) non-i.i.d. data (1)

Papers

HFedATM: Hierarchical Federated Domain Generalization via Optimal Transport and Regularized Mean Aggregation CVPR 2026 CSAHFL:Clustered Semi-Asynchronous Hierarchical Federated Learning for Dual-layer Non-IID in Heterogeneous Edge Computing Networks IJCAI 2025 Beyond Single Stationary Policies: Meta-Task Players as Naturally Superior Collaborators NeurIPS 2024 Hierarchical Federated Learning with Multi-Timescale Gradient Correction NeurIPS 2024 HiFi-Gas: Hierarchical Federated Learning Incentive Mechanism Enhanced Gas Usage Estimation AAAI 2024 LEAP: Optimization Hierarchical Federated Learning on Non-IID Data with Coalition Formation Game IJCAI 2024 On the Convergence of Hierarchical Federated Learning with Partial Worker Participation UAI 2024