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Yifan Chen

4 papers here

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

author position
  • first author4

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

fields
  • cs.LG2
  • cs.CL1
  • stat.ML1
same name
  • Yifan Chen — 16 papers, h 15
  • Yifan Chen — 5 papers
  • Yifan Chen — 5 papers
  • Yifan Chen — 3 papers
  • Yifan Chen — 3 papers, h 12
  • Yifan Chen — 3 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20212023
most citedFast Statistical Leverage Score Approximation in Kernel Ridge Regression

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

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2021★ 1 cited

Fast Statistical Leverage Score Approximation in Kernel Ridge Regression

Yifan Chen, Yun Yang

Nyström approximation is a fast randomized method that rapidly solves kernel ridge regression (KRR) problems through sub-sampling the n-by-n empirical kernel matrix appearing in th…

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