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Goal-oriented and semantic communication in 6G AI-native networks: The 6G-GOALS approach,

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eess.SP 1

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2026 1

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Structured Sheaf Learning of Consistent Connection Graphs

eess.SP · 2026-08-09 · conditional · novelty 6.0

SCGL jointly infers topology, node reference frames, and denoised signals of a consistent connection graph, with convergence to stationary points and improved recovery over baselines.

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  • Structured Sheaf Learning of Consistent Connection Graphs eess.SP · 2026-08-09 · conditional · none · ref 1

    SCGL jointly infers topology, node reference frames, and denoised signals of a consistent connection graph, with convergence to stationary points and improved recovery over baselines.