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researcher

Wenlong Mou

34 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 author7
  • last author6

Across the 32 of 34 papers where every author was matched, so the position is known.

fields
  • cs.LG16
  • 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 · 115 across the 29 of their papers we have counts for

collaborators
Showing 2026 · math.OCShow all

1 paper · 2 filters

math.OC2026

Revisiting the Constant Stepsize Stochastic Approximation with Decision-Dependent Markovian Noise

Hadi Hadavi, Wenlong Mou, Sergey Samsonov +1

We revisit the convergence analysis of constant stepsize stochastic approximation (SA) with decision-dependent Markovian noise, with a focus on characterizing the stationary bias a…

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