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researcher

G. Tian

3 papers hereh-index 232.2k citations153 works total

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

author position
  • first author1
  • last author1

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ME2
  • math.NA1
same name
  • G. Tian — 49 papers, h 48
  • G. Tian — 26 papers, h 36
  • G. Tian — 6 papers, h 23
  • G. Tian — 4 papers, h 18
  • G. Tian — 3 papers, h 8
  • G. Tian — 2 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
20212026
most citedA generalized EMS algorithm for model selection with incomplete data

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

collaborators
Showing stat.MEShow all

2 papers · 1 filter

stat.ME2026

The normalized expectation-maximization (N-EM) algorithm

Guo-Liang Tian, Xuanyu Liu, Yuanfan Zhao

Although the expectation-maximization (EM) algorithm is a powerful optimization tool in statistics, it can only be applied to missing/incomplete data problems or to prob…

stat.ME2021★ 1 cited

A generalized EMS algorithm for model selection with incomplete data

Ping-Feng Xu, Lai-Xu Shang, Man-Lai Tang +2

Recently, a so-called E-MS algorithm was developed for model selection in the presence of missing data. Specifically, it performs the Expectation step (E step) and Model Selection…

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