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Shiyu Liang

10 papers hereh-index 103.5k citations20 works total

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

author position
  • sole author1
  • first author6
  • middle author2
  • last author1

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.RO1
  • math.GT1
  • stat.ML1
same name
  • Shiyu Liang — 7 papers, h 2
  • Shiyu Liang — 4 papers, h 5
  • Shiyu Liang — 1 paper, h 2

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
20162025
most citedEnhancing The Reliability of Out-of-distribution Image Detection in Neural Networks

633 citations · 964 across the 10 of their papers we have counts for

collaborators
Showing 2016Show all

1 paper · 1 filter

cs.LG2016★ 152 cited

Why Deep Neural Networks for Function Approximation?

Shiyu Liang, R. Srikant

Recently there has been much interest in understanding why deep neural networks are preferred to shallow networks. We show that, for a large class of piecewise smooth functions, th…

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