Derives α^{-1/3} scaling for generalization error in online softmax classification from boundary layers in a teacher-student model.
Soft mode in the dynamics of over-realizable online learning for soft committee machines.Physical Review E, 105(5):L052302
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A Boundary-Layer Mechanism for One-Third Scaling in Online Softmax Classification
Derives α^{-1/3} scaling for generalization error in online softmax classification from boundary layers in a teacher-student model.