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ENTITY Constructive Bounds for the Topological Expressivity of Neural Networks

Constructive Bounds for the Topological Expressivity of Neural Networks

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    New Theory Defines Neural Network Topological Expressivity

    Researchers have developed new theoretical bounds for the topological expressivity of neural networks, moving beyond binary classification to encompass regression and other problems. The study proposes measuring topolog…