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Zixian Ma

22 papers hereh-index 13871 citations22 works total

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

author position
  • first author4
  • middle author18

Across the 22 of 22 papers where every author was matched, so the position is known.

fields
  • cs.CV17
  • cs.AI2
  • cs.CL1
  • cs.HC1
  • cs.MA1
same name
  • Zixian Ma — 2 papers, h 1
  • Zixian Ma — 2 papers, h 2
  • Zixian Ma — 1 paper

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
20222026
most citedModel Sketching: Centering Concepts in Early-Stage Machine Learning Model Design

27 citations · 50 across the 21 of their papers we have counts for

collaborators
Showing cs.HCShow all

1 paper · 1 filter

cs.HC2023★ 27 cited

Model Sketching: Centering Concepts in Early-Stage Machine Learning Model Design

Michelle S. Lam, Zixian Ma, Anne Li +4

Machine learning practitioners often end up tunneling on low-level technical details like model architectures and performance metrics. Could early model development instead focus o…

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