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Freebase: A collaboratively created graph database for structuring human knowledge

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cs.LG 1

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2025 1

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REJECT 1

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Evaluating Cumulative Spectral Gradient as a Complexity Measure

cs.LG · 2025-09-02 · reject · novelty 6.0

CSG, a spectral complexity metric, is reported to be sensitive to its neighbor-count parameter K on KG link prediction benchmarks, but the paper's own correlation data contradict its claim of no relation to MRR.

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  • Evaluating Cumulative Spectral Gradient as a Complexity Measure cs.LG · 2025-09-02 · reject · none · ref 3

    CSG, a spectral complexity metric, is reported to be sensitive to its neighbor-count parameter K on KG link prediction benchmarks, but the paper's own correlation data contradict its claim of no relation to MRR.