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ENTITY Rough path theory and stochastic calculus

Rough path theory and stochastic calculus

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    New PSLR framework enhances functional data classification using path signatures

    Researchers have introduced Path Signatures Logistic Regression (PSLR), a novel semi-parametric framework designed for classifying vector-valued functional data. This method utilizes path signatures to represent data, o…