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  2. Clamping Improves TRW and Mean Field Approximations Adrian Weller∗ ...

    https://mlg.eng.cam.ac.uk/adrian/clamp_aistats_final.pdf
    19 Jun 2024: the constrained op-timization where P is the standard space over which themethod optimizes (P = M′ for MF, P = L for Bethe andTRW), P(xi) is the sub-space constrained to

  3. Conditions Beyond Treewidth for Tightness of Higher-order LP…

    https://mlg.eng.cam.ac.uk/adrian/conditions.pdf
    19 Jun 2024: maxx{0,1}VE. xij =xixjijE. iV. θixi ijE. Wijxij. . (3)With the objective now linear, an LP may be formed by op-timizing over the convex hull of the

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