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Li-Hu Xu

10 papers hereh-index 5144 citations16 works total

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

author position
  • middle author5
  • last author5

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

fields
  • math.PR7
  • math.AP1
  • math.ST1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20112026
most citedExponential ergodicity and regularity for equations with Lévy noise

4 citations · 5 across the 8 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2024

Error estimates between SGD with momentum and underdamped Langevin diffusion

Arnaud Guillin, Yu Wang, Lihu Xu +1

Stochastic gradient descent with momentum is a popular variant of stochastic gradient descent, which has recently been reported to have a close relationship with the underdamped La…

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