Understanding Implicit Regularization in Over-Parameterized Single Index Model
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In this paper, we leverage over-parameterization to design regularization-free algorithms for the high-dimensional single index model and provide theoretical guarantees for the induced implicit regularization phenomenon. Specifically, we study both vector and ... ...
