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ENTITY Rademacher bounds

Rademacher bounds

PulseAugur coverage of Rademacher bounds — every cluster mentioning Rademacher bounds across labs, papers, and developer communities, ranked by signal.

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  1. RESEARCH · CL_243424 ·

    New Rademacher Bounds for Sparsely Activated Neural Networks Unveiled

    Researchers have developed nearly tight Rademacher bounds for sparsely activated neural networks, specifically focusing on the one-hidden-layer ReLU model. This work refines the understanding of statistical complexity i…

  2. TOOL · CL_204040 ·

    New Variation Brownian Kernel Ladder framework introduced for representation complexity

    Researchers have introduced the Variation Brownian Kernel Ladder (VBKL), a novel function-space framework designed to enhance representation complexity. This framework separates the recursive construction of dictionarie…