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researcher

Aayush Shah

2 papers here

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

author position
  • middle author2

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

fields
  • cs.CY1
  • cs.LG1
same name
  • Aayush Shah — 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

most cited"Garbage In, Garbage Out" Revisited: What Do Machine Learning Application Papers Report About Human-Labeled Training Data?

74 citations · 74 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2021★ 74 cited

"Garbage In, Garbage Out" Revisited: What Do Machine Learning Application Papers Report About Human-Labeled Training Data?

R. Stuart Geiger, Dominique Cope, Jamie Ip +4

Supervised machine learning, in which models are automatically derived from labeled training data, is only as good as the quality of that data. This study builds on prior work that…

cs.CY2021

Applied Machine Learning for Games: A Graduate School Course

Yilei Zeng, Aayush Shah, Jameson Thai +1

The game industry is moving into an era where old-style game engines are being replaced by re-engineered systems with embedded machine learning technologies for the operation, anal…

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