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researcher

Wenlong Mou

35 papers hereh-index 13992 citations41 works total

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

author position
  • sole author3
  • first author16
  • middle author8
  • last author6

Across the 33 of 35 papers where every author was matched, so the position is known.

fields
  • cs.LG17
  • math.ST5
  • stat.ML4
  • math.OC3
  • stat.ME2
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedGeneralization Bounds of SGLD for Non-convex Learning: Two Theoretical Viewpoints

53 citations · 177 across the 34 of their papers we have counts for

collaborators
Showing 2019 · math.STShow all

1 paper · 2 filters

math.ST2019★ 4 cited

A Diffusion Process Perspective on Posterior Contraction Rates for Parameters

Wenlong Mou, Nhat Ho, Martin J. Wainwright +2

We analyze the posterior contraction rates of parameters in Bayesian models via the Langevin diffusion process, in particular by controlling moments of the stochastic process and t…

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