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ENTITY multi-index models

multi-index models

PulseAugur coverage of multi-index models — every cluster mentioning multi-index models across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_109883 ·

    New framework reveals SGD limitations for multi-index models

    A new framework has been developed to analyze the limitations of standard stochastic gradient descent (SGD) for multi-index models, which are functions dependent on low-dimensional projections of input data. This resear…

  2. TOOL · CL_32606 ·

    Kernel regression method recovers central subspace in multi-index models

    Researchers have developed a method using kernel ridge regression and an Average Gradient Outer Product (AGOP) to identify the underlying low-dimensional structure in data. This technique can recover the central subspac…