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researcher

Guanhang Lei

5 papers hereh-index 218 citations6 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • math.NA3
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedLong-time Integration of Nonlinear Wave Equations with Neural Operators

1 citations · 1 across the 4 of their papers we have counts for

collaborators
Showing stat.MLShow all

2 papers · 1 filter

stat.ML2026

Gaussian Approximation of Besov Functions for Logistic Classification on Manifolds

Guanhang Lei, Lei Shi, Xiaoming Yuan

We study Gaussian kernel approximation and regularized logistic classification on a connected compact smooth embedded manifold X⊂Rd without boundary and of intrins…

stat.ML2023

Pairwise Ranking with Gaussian Kernels

Guanhang Lei, Lei Shi

Regularized pairwise ranking with Gaussian kernels is one of the cutting-edge learning algorithms. Despite a wide range of applications, a rigorous theoretical demonstration still…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.