Arxiv_icml2
One of the most classical results in high-dimensional learning theory provides a closed-form expression for the generalisation error of binary classification with the single-layer teacher-student perceptron on i.i.d. Gaussian inputs. Surprisingly, an analogous analysis for the corresponding multi-class teacher-student perceptron was missing. In our new work Learning curves for the multi-class teacher-student perceptron we fill this gap! Check it out!
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