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ENTITY Informational Frustration in Neural Manifolds: Shannon Bottlenecks and the Limits of Learnability

Informational Frustration in Neural Manifolds: Shannon Bottlenecks and the Limits of Learnability

PulseAugur coverage of Informational Frustration in Neural Manifolds: Shannon Bottlenecks and the Limits of Learnability — every cluster mentioning Informational Frustration in Neural Manifolds: Shannon Bottlenecks and the Limits of Learnability across labs, papers, and developer communities, ranked by signal.

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  1. RESEARCH · CL_117259 ·

    New theory links entropy to deep learning limits, proposes EGD algorithm

    Researchers have introduced a new theoretical framework that links information theory, topology, and statistical mechanics to understand the limits of learnability in deep neural networks. This framework defines an Entr…