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researcher

Xin Guo

3 papers hereh-index 316 citations8 works total

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

author position
  • first author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • math.OC1
  • math.ST1
same name
  • Xin Guo — 26 papers, h 16
  • Xin Guo — 15 papers, h 8
  • Xin Guo — 12 papers, h 6
  • Xin Guo — 10 papers, h 3
  • Xin Guo — 9 papers, h 18
  • Xin Guo — 9 papers, h 3

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
20192026
most citedThe Buckley-Osthus model and the block preferential attachment model: statistical analysis and application

2 citations · 2 across the 3 of their papers we have counts for

collaborators
Showing math.OCShow all

1 paper · 1 filter

math.OC2020

Escaping Saddle Points Efficiently with Occupation-Time-Adapted Perturbations

Xin Guo, Jiequn Han, Mahan Tajrobehkar +1

Motivated by the super-diffusivity of self-repelling random walk, which has roots in statistical physics, this paper develops a new perturbation mechanism for optimization algorith…

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