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Xiuyan Ni

2 papers hereh-index 6254 citations13 works total

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

author position
  • middle author1

Across the 1 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • cs.SI1

identity via Semantic Scholar / OpenAlex

most citedA Topological Regularizer for Classifiers via Persistent Homology

53 citations · 53 across the 2 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2018★ 53 cited

A Topological Regularizer for Classifiers via Persistent Homology

Chao Chen, Xiuyan Ni, Qinxun Bai +1

Regularization plays a crucial role in supervised learning. Most existing methods enforce a global regularization in a structure agnostic manner. In this paper, we initiate a new d…

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