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Efficient inference of rankings from multi-body comparisons

physics.soc-ph · 2025-01-27 · reject · novelty 5.0

A Newman-style iterative solver for Plackett-Luce rankings is derived and shown to converge in fewer iterations, but the headline claim that multi-body PL beats pairwise projections rests on an invalid likelihood comparison.

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  • Efficient inference of rankings from multi-body comparisons physics.soc-ph · 2025-01-27 · reject · none · ref 5

    A Newman-style iterative solver for Plackett-Luce rankings is derived and shown to converge in fewer iterations, but the headline claim that multi-body PL beats pairwise projections rests on an invalid likelihood comparison.