4 citations · 7 across the 11 of their papers we have counts for
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math.ST2023
Implicit Regularization in Over-Parameterized Support Vector Machine
Yang Sui, Xin He, Yang Bai
In this paper, we design a regularization-free algorithm for high-dimensional support vector machines (SVMs) by integrating over-parameterization with Nesterov's smoothing method,…
stat.ML2023
Structural transfer learning of non-Gaussian DAG
Mingyang Ren, Xin He, Junhui Wang
Directed acyclic graph (DAG) has been widely employed to represent directional relationships among a set of collected nodes. Yet, the available data in one single study is often li…
math.PR2023
A Sharp Gaussian Tail Bound for Sums of Uniforms
Xinjie He, Tomasz Tkocz, Katarzyna Wyczesany
We prove that the tail probabilities of sums of independent uniform random variables, up to a multiplicative constant, are dominated by the Gaussian tail with matching variance and…