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ENTITY RELTA-SGLD

RELTA-SGLD

PulseAugur coverage of RELTA-SGLD — every cluster mentioning RELTA-SGLD across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_158477 ·

    New RELTA-SGLD scheme stabilizes stochastic-gradient learning

    Researchers have introduced RELTA-SGLD, a new taming scheme designed to stabilize stochastic-gradient updates in nonconvex settings. This method aims to reduce unnecessary suppression of learning drift by employing a th…

  2. TOOL · CL_163902 ·

    New RELTA-SGLD method stabilizes SGLD for nonconvex learning

    Researchers have developed RELTA-SGLD, a novel taming scheme designed to stabilize stochastic-gradient Langevin dynamics (SGLD) with superlinear growth. This method uses a threshold to activate taming and a relative-gro…