conftrace_

semi-decentralized learning

2 papers

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Co-occurring keywords · papers mentioning both

federated learning (2) device-to-device communication (1) server aggregation (1) client scheduling (1) adaptive hidden semi-markov model (1) edge server (1) data heterogeneity (1) hidden semi-markov model (1) model aggregation (1) convergence analysis (1)

Papers

A Unified Convergence Analysis for Semi-Decentralized Learning: Sampled-to-Sampled vs. Sampled-to-All Communication AAAI 2026 TRAIL: Trust-Aware Client Scheduling for Semi-Decentralized Federated Learning AAAI 2025