39 citations · 124 across the 17 of their papers we have counts for
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stat.ML2019★ 2 cited
Inner-product Kernels are Asymptotically Equivalent to Binary Discrete Kernels
Zhenyu Liao, Romain Couillet
This article investigates the eigenspectrum of the inner product-type kernel matrix under a bina…
stat.ML2019★ 10 cited
High Dimensional Classification via Regularized and Unregularized Empirical Risk Minimization: Precise Error and Optimal Loss
Xiaoyi Mai, Zhenyu Liao
This article provides, through theoretical analysis, an in-depth understanding of the classification performance of the empirical risk minimization framework, in both ridge-regular…