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Tonghua Tian

8 papers hereh-index 678 citations11 works total

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

author position
  • first author1
  • middle author2
  • last author4

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • math.OC6
  • cs.CL1
  • math.NA1

identity via Semantic Scholar / OpenAlex

activity
20182024
most citedThe structure of conservative gradient fields

3 citations · 7 across the 8 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

math.OC2021★ 3 cited

The structure of conservative gradient fields

Adrian Lewis, Tonghua Tian

The classical Clarke subdifferential alone is inadequate for understanding automatic differentiation in nonsmooth contexts. Instead, we can sometimes rely on enlarged generalized g…

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