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Du Ouyang

8 papers hereh-index 222 citations4 works total

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

author position
  • first author3
  • middle author4
  • last author1

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

fields
  • math.NA5
  • cs.LG3

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedQuasi-Monte Carlo for unbounded integrands with importance sampling

4 citations · 4 across the 7 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

math.NA2024

Generalization Error Analysis of Deep Backward Dynamic Programming for Solving Nonlinear PDEs

Du Ouyang, Jichang Xiao, Xiaoqun Wang

We explore the application of the quasi-Monte Carlo (QMC) method in deep backward dynamic programming (DBDP) (Hure et al. 2020) for numerically solving high-dimensional nonlinear p…

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