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researcher

Han Liu

6 papers here

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

author position
  • middle author3
  • last author3

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • stat.ML4
  • cs.CV1
  • cs.LG1
ORCID 0000-0002-6618-1380
same name
  • Han Liu — 74 papers, h 50
  • Han Liu — 31 papers, h 11
  • Han Liu — 28 papers, h 12
  • Han Liu — 19 papers, h 22
  • Han Liu — 15 papers, h 7
  • Han Liu — 14 papers, h 7

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
20152025
most citedOnline ICA: Understanding Global Dynamics of Nonconvex Optimization via Diffusion Processes

12 citations · 20 across the 6 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

stat.ML2018★ 12 cited

Online ICA: Understanding Global Dynamics of Nonconvex Optimization via Diffusion Processes

Chris Junchi Li, Zhaoran Wang, Han Liu

Solving statistical learning problems often involves nonconvex optimization. Despite the empirical success of nonconvex statistical optimization methods, their global dynamics, esp…

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