RR dominates SGD in smooth convex optimization under any reasonable stepsize after any finite number of epochs.
Stochastic Gradient Descent Tricks, pages 421--436
2 Pith papers cite this work. Polarity classification is still indexing.
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Prototypical signatures enable generation of diverse negative samples for writer-independent offline signature verification, improving skilled forgery detection and allowing scalable linear SVM alternatives to RBF models.
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A Prototypical Signature Approach for Writer-Independent Offline Signature Verification
Prototypical signatures enable generation of diverse negative samples for writer-independent offline signature verification, improving skilled forgery detection and allowing scalable linear SVM alternatives to RBF models.