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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

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1 result for “Soft-SVM”

Soft-SVM Regression For Binary Classificationstat.ML

Introduces Soft-SVM for binary classification bridging logistic and SVM.

problem Data separability issues in binary classification.

method Soft-SVM regression using convex relaxation of hinge loss with softness and class-separation parameters.

result Soft-SVM performs well in classification and prediction errors.

Soft-SVM binary classification hinge loss logistic regression data separability

2022-05-24abs ↗pdf ↗