conftrace_

hierarchical federated learning

5 papers

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Also known as

HFL

Co-occurring keywords

model drift (8) bayesian policy reuse (2) non-stationary dynamics (4) gradient correction (13) non-iid datum (109) human-ai collaboration (117) non-convex optimization (547) meta-task playing (1) contribution-aware reward (1) multi-timescale gradient correction (1)

Papers

CSAHFL:Clustered Semi-Asynchronous Hierarchical Federated Learning for Dual-layer Non-IID in Heterogeneous Edge Computing Networks IJCAI 2025
Hierarchical Federated Learning with Multi-Timescale Gradient Correction NIPS 2024
LEAP: Optimization Hierarchical Federated Learning on Non-IID Data with Coalition Formation Game IJCAI 2024
HiFi-Gas: Hierarchical Federated Learning Incentive Mechanism Enhanced Gas Usage Estimation AAAI 2024
Beyond Single Stationary Policies: Meta-Task Players as Naturally Superior Collaborators NIPS 2024